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Rui Costa Martins (CEECIND/01780/2018) is a senior scientist and inventor at INESC TEC in the field of intelligent photonic systems. He has 40 ground-breaking patented inventions in intelligent spectroscopy systems (USA, EU, Brasil, China) with direct impact in key areas of medicine, veterinary medicine, biotechnology, and precision agriculture. The following inventions are highlighted: i. high-end miniaturized reagent-less, spectroscopy-based point-of-care (POC) for single drop clinical analysis of blood, serum, and urine; ii. advanced self-learning artificial intelligence system for analytical quantification of quality quantifications in complex biological samples, capable of solving multi-scale interference effects; iii. sub-optical and super-resolution laser-induced breakdown spectroscopy, enabling molecular and element identification, quantification, and molecular structure analysis; iv. direct spectral information transfer between spectroscopy systems, enabling large-scale spectral big-databases and the democratization of reagent-less point-of-care technology in medicine; and v. metabolomics spectral tomography technology for 3D/4D non-invasive chemical and metabolic imaging applications in precision agriculture and medicine. The scientific and technological excellence of his research has been recognized by 18 scientific and technological prizes/distinctions along his career. These include prestigious global engineering competition Idea2Product Global in 2010 (Austin-USA) and Best Young Researcher Award in Agricultural Engineering (2011) by CNOIV (most important world organization in the wine industry). In 2017, he won the first prize at XIII Montenegro Veterinary Congress with a veterinary spectroscopy-AI prototype for blood analysis. In 2018, he was distinguished by the Portuguese Physics Society for LIBS research work, and in 2019 by the Fraunhofer Research Institute/MDevNet for high-potential POC. More recently, he was awarded in 2018 and in 2020 by the Portuguese Society of Physics for significant development in LIBS technology, in 2019 by the Fraunhofer Research Institute/MDevNet for high-potential point-of-care technology and in 2021 by University of Porto/Amadeus Dias Foundation with the work in spectral metabolomics tomography. Rui Costa Martins research focuses on bringing low to high TRL, at the edge of human scientific knowledge into inventions with worldwide impact in our daily lives. Such is the case of his 4 licensed patents in POC technology to a multinational pharmaceutical company, which are also highly cited by high-profile inventors and companies in the medical engineering/devices research field developing reagent-less spectroscopy technology. Publication/Scientific output: i. 47 peer-reviewed research papers in top engineering impact journals with an h-index of 21, which corrected to engineering are h_coor=30.6 (source Google Scholar); ii. 40 international patents (4 licensed); iii. 3 book chapters; iii. 40 research projects: 25 as PI/Co-PI or Workpackage leader, 11 as a team member, and 4 as a consultant; iv. supervision: 2 junior PhD researchers, 11 PhD students, 7 MSc and 2 BSc; v. 7 high impact inventions in photonics; vi. 34 oral presentations in congresses (Keynote, Invited, Submission); and vi. 47 poster presentions. He is also part of the editorial board of MDPI Chemosensors scientific journal and editor of the special issue 'Intelligent Photonics for Chemical Sensing', and part of the scientific advisory board of CSAC2021: 1st International Electronic Conference on Chemical Sensors and Analytical Chemistry. He has also been a jury of European-funded projects (president and jury committee) managed by the National Agency for Innovation (ANI).
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Identification

Personal identification

Full name
Rui Miguel Costa Martins

Author identifiers

Ciência ID
8B14-390C-8931
ORCID iD
0000-0001-9058-3147

Knowledge fields

  • Engineering and Technology - Medical Engineering
  • Exact Sciences - Physical Sciences - Optics
  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Automation and Control Systems
  • Engineering and Technology - Nano-technology
  • Exact Sciences - Physical Sciences - Fluids and Plasma Physics
  • Exact Sciences - Computer and Information Sciences
  • Exact Sciences - Chemical Sciences - Analytical Chemistry
  • Engineering and Technology - Other Engineering and Technologies - Food and Beverages
  • Engineering and Technology - Industrial Biotechnology - Industrial Biotechnology
  • Exact Sciences - Computer and Information Sciences - Bioinformatics
Education
Degree Classification
2005
Concluded
 Pos-Doutoramento (Pós-doutoramento)
Universidade do Minho Escola de Engenharia, Portugal
2004
Concluded
 Pos-Doutoramento (Pós-doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
 -
2004
Concluded
 Doutoramento em Engenharia (Doutoramento)
Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
"Modelling Temperature Abuses to Frozen Foods and Effects on Quality" (THESIS/DISSERTATION)
 Aprovado por unanimidade
1998
Concluded
 Engenharia Alimentar (Licenciatura)
Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
 15/20
Affiliation

Science

Category
Host institution 		Employer
2016 - Current Auxiliary Researcher (Research) INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
2018 - 2018 Auxiliary Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016 - 2017 Auxiliary Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2013 - 2015 Auxiliary Researcher (Research) Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
2007 - 2012 Auxiliary Researcher (Research) Universidade do Minho Centro de Biologia Molecular e Ambiental, Portugal
2006 - 2007 Postdoc (Research) Instituto de Biotecnologia e Bioengenharia, Portugal
2004 - 2005 Postdoc (Research) Universidade de Lisboa Instituto Superior Técnico, Portugal

Others

Category
Host institution 		Employer
2018/01/01 - 2019/01/23 European Research Funds Project Jury Coordinator (Artificial Intelligence and Signal Processing) Agência Nacional de Inovação SA, Portugal
2017/08/01 - 2019/01/23 Project Consultant Boehringer Ingelheim Vetmedica GmbH, Germany
2017/08/01 - 2018/02/16 Project Consultant Merial Animalcare, USA/France, France
2017/01/01 - 2017/12/31 European Research Funds Project Jury (Artificial Intelligence and Signal Processing) Agência Nacional de Inovação SA, Portugal
2017/04/01 - 2017/10/01 Project Consultant (Magnetoresistive Sensing Technologies Signal Processing) International Iberian Nanotechnology Laboratory, Portugal
2015/07/01 - 2016/10/31 Senior Scientist - R&D development Group leader (ORACLE RETAIL AI/Forecasting) Logic Information Systems Europe/USA, Portugal
2008/04/01 - 2015/06/30 Auxiliary Researcher/Professor Universidade do Minho, Portugal
2012/01/01 - 2012/12/31 Prof. of Industrial Reactor Biotechnology - Applied Biology Course Discipline Universidade do Minho, Portugal
2010/01/01 - 2012/12/31 Prof. of Industrial Yeast Systems Biology - PhD program Discipline Universidade do Minho, Portugal
2010/01/01 - 2012/12/31 Prof. of Systems Biology/Bioinformatics - BSc/MS App. Biology and Biochemistry Discipline Universidade do Minho, Portugal
2005/08/01 - 2008/03/31 Postdoctoral Fellow Universidade do Minho, Portugal
2005/01/01 - 2007/12/31 Prof. of Instrumentation and Industrial Management Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
2005/01/01 - 2007/12/31 Prof. of Process Systems Engineering Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
1998/11/01 - 2003/06/30 PhD Student - Engineering Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
1999/01/01 - 2003/01/31 Teaching Assistant - Fluid Mechanics Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
1999/01/01 - 2003/01/31 Teaching Assistant - Food Process Technology I Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
1999/01/01 - 2003/01/31 Teaching Assistant - Food Process Technology II Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
1999/01/01 - 2002/01/31 Teaching Assistant - Particle Mechanics Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
1999/01/01 - 2001/01/31 Teaching Assistant - Thermodynamics Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
1999/01/01 - 1999/12/31 Project Consultant FruitExpress, Portugal
1997/09/01 - 1998/03/01 Research and Development Engineer Weetabix Ltd, United Kingdom
Projects

Grant

Designation Funders
2005 - 2007 Complex Systems in Bioengineering [FCT Pos-doctoral Grant Ref. SFRH/BPD/26133/2005]
SFRH/BPD/26133/2005
Post-doc Fellow
Universidade do Minho, Portugal
 Fundação para a Ciência e Tecnologia
2004 - 2005 Complex Systems and Chemometrics [Postdoctoral Grant FCT Ref. SFRH/BPD/9486/2002]
SFRH/BPD/9486/2002
Post-doc Fellow
Universidade de Lisboa Instituto Superior Técnico, Portugal
 Fundação para a Ciência e Tecnologia
1998 - 2002 Modelling Temperature Abuses to Frozen Foods and Effects on Quality, PhD Dissertation [FCT PhD Grant Ref. Praxis XXI/BD/18541]
PRAXIS XXI/BD/18541/98
PhD Student Fellow
Universidade Católica Portuguesa, Portugal
 Fundação para a Ciência e a Tecnologia, I.P.

Contract

Designation Funders
2024/01/01 - Current MyVet - Reagent-less point-of-care for veterinary blood analysis
MyVet (FCT Plurianal Seed INESC TEC)
Principal investigator
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
Ongoing
2023/01/01 - Current Wine4cast - “Previsão espácio-temporal da produtividade vitivinícola para usabilidade multi-ator: integração de sensores ótico-fotónicos remotos, inteligência artificial e cenários climáticos
Wineforecast (PRR )
Investigador Principal - Fotónica Inteligente
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
2023/01/01 - Current Pheonobot - Intelligent Photonics for Phenotyping of Agro-Food Crops
Phenobot (09/C05-i03/2021 – PRR-C05-i03-I-000134)
Principal investigator
Ongoing
2022/01/01 - Current OmicBots - High-Throughput Integrative Omic-Robots Platform for a Next Generation Physiology-based Precision Viticulture (PTDC/ASP-HOR/1338/2021)
OmicBots (PTDC/ASP-HOR/1338/2021)
Responsável de Workpackage
2022/01/01 - Current MyTag - Universal environmental monitoring devices based on Intelligent scattering analysis enhanced by molecular Imprinted Tags
MyTag (PTDC/EEI-EEE/4832/2021)
Researcher
2021 - Current CorkSurf - High performance surface treatment composition analyzer by laser-induced plasma spectroscopy (ADI 047040). [Work Package Leader]
ADI 047040
Researcher
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
Ongoing
2021 - Current SpecTOM - Metabolomics Tomography Spectroscopy System [Principal Investigator]
BIPPROOF2021
Principal investigator
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
Ongoing
2020/02 - Current Smart Ecotec (PP2019-0287) - Feasibility of Implementing the Artificial Intelligence System for Multivariate Diagnosis, Prediction and Control of Lixiviate Treatment Units [Principal Investigator]
PP2019-0287
Principal investigator
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
 AST Ambiente
2020 - Current Smart Farm 4.0 - Smart solutions for sustainable agriculture, predictive and autonomous (ADI 46078) [PI at INESC TEC]
ADI 46078
Principal investigator
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
2018 - Current Flapsys - Fiber Laser Plasma Spectroscopy System for real-time element analysis (POCI-01-0145-FEDER-031165) [Project Co-PI]
POCI-01-0145-FEDER-031165
Co-Investigador Responsável
Programa Operacional Competitividade e Internacionalização (COMPETE 2020)
2018 - Current ENDOR-Endoscope based on New Optical Fibre Technology for Raman Spectroscopy (POCI-01-0145-FEDER-029724) [Relevant CV]
POCI-01-0145-FEDER-029724
Researcher
Programa Operacional Competitividade e Internacionalização (COMPETE 2020)
2018 - Current MetBots - Metabolomic robots with self-learning articial intelligence for precision agriculture (POCI-01-0145-FEDER-031124) [Project PI]
POCI-01-0145-FEDER-031124
Principal investigator
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
 European Commission
Ongoing
2018 - Current CorkLIBS - laser induced breakdown spectroscopy applied to the measurement of functional coatings in cork stoppers [Work Package Leader]
CorkLIBS
Researcher
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
 Private Investor - INESCTEC/UP contract
2016 - Current MedPAT Technologies - Medical hematology and clinical analysis using UV-VIS-SWNIR spectroscopy [Project Principal Investigator]
MedPAT
 Private Investment
2016 - Current Coral - Sustainable Ocean Exploitation: Tools and Sensors (NORTE-01-0145-FEDER-000036) [Team Member]
NORTE-01-0145-FEDER-000036
Researcher
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
 NORTE 2020 Programa Operacional Regional do Norte
2016 - Current VetPAT Technologies - Veterinary hematology and clinical analysis using UV-VIS-SWNIR spectroscopy [Project Principal Investigator]
VetPAT
Principal investigator
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
 Private Investment
Ongoing
2021/01/01 - 2024/04/01 MyNPK - a system for high accuracy fertilizer quantification of nitrogen, phosphorous and potassium for precision hydroponics production
MyNPK Seed project
Principal investigator
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
 INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência
2020/04 - 2023 INSite In-situ ore grading system using LIBS in harsh environments (EIT/RAW MATERI- ALS/SGA2020/1) [Work Package Leader - Co-PI at Inestec]
EIT/RAW MATERI- ALS/SGA2020/1
Co-Investigador Responsável - Work Package Manager
EIT/RAW MATERIALS
Ongoing
2022 - 2022 SpecTOM 2 - Non-Invasive spectroscopy tomogragphic technology
SpecTOM 2
Principal investigator
2019 - 2021 SmartFertilizers - NPK organic fertilizer quantification using spectroscopy (POCI-01-0247-FEDER-038551 -SI I\&DT INESCP-SERV-18/19) [Co-PI at Inesc Tec]]
SI I\&DT INESCP-SERV-18/19
POCI-01-0247-FEDER-038551
WP Spectroscopy probe development and signal processing [Co-PI at Inesc Tec]
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
2018 - 2021 AGRINUPES - Integrated monitoring and control of water, nutrients and plant protection products towards a sustainable agricultural sector (WaterJPI/002/2015) [Relevant CV]
WaterJPI/002/2015
Researcher
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
Concluded
2016 - 2020 StrongMar - Strengthening maritime technology research center (H2020-TWINN-2015, 692427) [Team Member]
H2020-TWINN-2015, 692427
Researcher
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
 Horizon 2020 Framework Programme
2016 - 2019 Vamos! - Viable Alternative Mine Operating System. (Horizon 2020, Grant 642477) [Relevant CV]
642477
Post-doc
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
 Horizon 2020 Framework Programme
2014 - 2019 Raman4Clinics - Cost Action BM1401 [Team Member]
COST Action BM1401
Researcher
Universidade do Minho, Portugal

INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
Concluded
2014 - 2016 Programa doutoral em ambiente empresarial - ICVS [Team Member]
BD-PhD-iHES
 Fundação para a Ciência e Tecnologia
2012 - 2015 MyHealth - MyBioMarkers Using integrated techniques for the detection of biomarkers based on spectroscopy and electrochemistry sensors (ADI/QREN/13853 - 'Health Cluster Portugal') [Principal Investigator]
ADI/QREN/13853
Universidade do Minho, Portugal
 Agência de Inovação - QREN
Concluded
2011 - 2013 WineMetrics: The Metrics of Wine - Defining and modelling the dynamics of the pheno-metabolome and chemiomics space responsible by wine-like aroma quality characteristics. (PTDC/AGR-ALI/121062/2010) [Co-PI at U.Minho]
PTDC/AGR-ALI/121062/2010
Researcher
Universidade do Minho, Portugal
 Fundação para a Ciência e Tecnologia
Concluded
2009 - 2012 PhenoMet - Integrative Pheno-Metabolomic and Genomic Approaches for Saccharomyces cerevisiae winemaking yeasts [Co-PI at U.Minho]
PTDC/AGR-ALI/103392/2008 FEDER/COMPETE
Researcher
Universidade do Minho, Portugal
 Fundação para a Ciência e Tecnologia
2008 - 2012 Moni(R)tor - Real-time monitoring of beer fermentation in the region of UV-VIS-SWNIR using Fiber Optics. (ADI/QREN/1572) [Work Package Coordinator]
ADI/QREN/1572
Researcher
Universidade do Minho, Portugal
 ADI/QREN
Concluded
2006 - 2012 VinePAT - Using Spectral data for solving inverse problems in viticulture. [Project Principal Investigator]
Ciencia 2007 Programe
Principal investigator
Universidade do Minho, Portugal
2009 - 2011 NANOPACKSAFER - NANO-engineered PACKaging systems for improved quality, SAFER and healthier foods (FCT-INL-2008) [Work Package Coordinator]
FCT-INL-2008
Researcher
Fundação para a Ciência e Tecnologia
2007 - 2010 OpenMicroBio - The Open Source Synthetic Biology Platform: Computational platform for the simulation of cellular communities in BioEngineering (PTDC/BIO/69310/2006) [Project Principal Investigator]
PTDC/BIO/69310/2006
Principal investigator
Fundação para a Ciência e Tecnologia
2007 - 2008 In Situ Real-Time Monitoring of Beer Fermentation Using a Fiber-Optic Probe [Work Package Coordinator]
Unicer Contract
Post-doc
Universidade do Minho, Portugal
Concluded
2005 - 2006 Influência da irrigação na qualidade das uvas vinhos da Região Demarcada do Douro (Programa Agro, Projecto 820) [Chemometrics Consultant]
Programa Agro, Projecto 820
Consultancy
2005 - 2005 Sensory impact of 3-hidroxi-4,5-dimetil-2(5H) – furanone in the technological age of Port Wine - Mecanisms of Formation (POCTI/AGR/61020/200) [Project Chemometrics Consultant]
POCTI/AGR/61020/2004
Consultancy
2001 - 2003 BugDeath - European Project on predicting microbial death during heat treatments on foods surface [Team Member]
QLRT-2001-01415
Research Fellow
Universidade Católica Portuguesa, Portugal
 European Union FP5
2001 - 2003 Melhoria da Qualidade de Hortofruticulas Congelados: Novos pre-tratamentos e efeitos de abusos de temperatura na cadeia de distribuição [Team Member]
POCTI/BIO/43624/99
Researcher
Universidade Católica Portuguesa, Portugal
 Fundação para a Ciência e Tecnologia
1997/09 - 1998/03 Computational Tool for Sorption Isotherms and Shelf-life Determination [Team Member]
Computational Tool for Sorption Isotherms and Shelf-life Determination
Weetabix Ltd, United Kingdom
 Weetabix Ltd
1998 - 1998 Modified Atmosphere Packaging [Team Member]
Modified Atmosphere Packaging
Researcher
PANIKE SA

Other

Designation Funders
2020 - Current FCT CEECIND Individual Research Grant: Laser Induced Plasma Breakdown Spectroscopy Point-of-Care Technology for Clinical Analysis and Healthcare (CEECIND/01780/2018) [Research Contract]
CEECIND/01780/2018
Principal investigator
2008 - Current OpenPAT: The Open Source Technometrics Software. Member of the project core team: developing the software architecture, codes and usability. [Principal Investigator]
Ciencia 2007 Programe
Principal investigator
Universidade do Minho, Portugal
2018 - 2019 Consultancy project in Spectroscopy Point-of-Care for Veterinary Medicine [Boheringer Ingelheim vetmedica - Pharmaceutical Multinational]
BI consultancy project
Consultancy
2016 - 2016 Consultancy in Big Data Science and Artificial Intelligence for Logic info, retail big data analysis systems and forecasting [Logic Information Systems - Multinational]
Logic Info 2016
Consultancy
2013 - 2015 Auxiliary Researcher at ICVS/3B's - University of Minho [Research Position Contract]
Research Contract
Principal investigator
Laboratório Associado ICVS 3B's, Portugal
2008 - 2012 Auxiliary Researcher Ciência 2007 FCT Programme - University of Minho [Research Position Contract]
Ciencia 2007 FCT Programe
Principal investigator
Outputs

Publications

Book chapter
  1. R. C. Martins; S. Magalhães; P. Jorge; T. Barroso; F. Santos. "Metbots: Metabolomics Robots for Precision Viticulture". 156-166. Springer International Publishing, 2019.
    10.1007/978-3-030-30241-2_14
  2. Sandro Augusto Magalhães; Filipe Neves dos Santos; Rui Costa Martins; Luis F. Rocha; José Brito. "Path Planning Algorithms Benchmarking for Grapevines Pruning and Monitoring". 2019.
    10.1007/978-3-030-30244-3_25
  3. Martins, Rui. "Monitoring carotenoids and derivative compounds in grapes and Port wines: Impact on quality. In: Carotenoid cleavage products". 2013.
  4. Martins, Rui. "Process Analytical Technology". 2013.
  5. Martins, Rui. "Numerical solutions: Finite element and finite volume methods". 2008.
Conference abstract
  1. Martins, RC. "Real-time cellular metabolism in a single cell using micro-electrodes and micro-fiber optics spectroscopy". 2010.
Conference paper
  1. Maria Santos-Campos; Renan Tosin; Leandro Rodrigues; Igor Gonçalves; Catarina Barbosa; Rui Martins; Filipe Santos; Mário Cunha. "Enhancing Grape Brix Prediction in Precision Viticulture: A Benchmarking Study of Predictive Models Using Hyperspectral Proximal Sensors". 2023.
    10.3390/IECAG2023-15914
  2. Erica David; Renan Tosin; Igor Gonçalves; Leandro Rodrigues; Catarina Barbosa; Filipe Santos; Hugo Pinheiro; Rui Martins; Mario Cunha. "In-Field Hyperspectral Proximal Sensing for Estimating Grapevine Water Status to Support Smart Precision Viticulture". 2023.
    10.3390/IECAG2023-15871
  3. Renan Tosin; Filipe Monteiro-Silva; Rui Martins; Mario Cunha. "LIBS-Based Analysis of Elemental Composition in Skin, Pulp, and Seeds of White and Red Grape Cultivars". 2023.
    10.3390/CSAC2023-14918
  4. Santos-Campos, Maria; Tosin, Renan; Rodrigues, Leandro; Gonçalves, Igor; Barbosa, Catarina; Martins, Rui; Santos, Filipe; Cunha, Mário. "Enhancing Grape Brix Prediction in Precision Viticulture: A Benchmarking Study of Predictive Models Using Hyperspectral Proximal Sensors". 2023.
    10.3390/iecag2023-15914
  5. David, Erica; Tosin, Renan; Gonçalves, Igor; Rodrigues, Leandro; Barbosa, Catarina; Santos, Filipe; Pinheiro, Hugo; Martins, Rui; Cunha, Mario. "In-Field Hyperspectral Proximal Sensing for Estimating Grapevine Water Status to Support Smart Precision Viticulture". 2023.
    10.3390/iecag2023-15871
  6. Mafalda Reis-Pereira; Renan Tosin; Rui C. Martins; Filipe Neves Dos Santos; Fernando Tavares; Mário Cunha. "Enhancing Kiwi Bacterial Canker Leaf Assessment: Integrating Hyperspectral-Based Vegetation Indexes in Predictive Modeling". 2023.
    10.3390/CSAC2023-14920
  7. Igor Portis; Renan Tosin; Paulo R. Oliveira-Pinto; Leandro Pereira-Dias; Conceição Santos; Rui Martins; Mário Cunha. "Exploring the Impact of Water Stress on Grapevine Gene Expression and Polyphenol Production: Insights for Developing a Systems Biology Model". 2023.
    10.3390/CSAC2023-14917
  8. Reis-Pereira, Mafalda; Tosin, Renan; Martins, Rui C.; Dos Santos, Filipe Neves; Tavares, Fernando; Cunha, Mário. "Enhancing Kiwi Bacterial Canker Leaf Assessment: Integrating Hyperspectral-Based Vegetation Indexes in Predictive Modeling". 2023.
    10.3390/csac2023-14920
  9. Portis, Igor; Tosin, Renan; Oliveira-Pinto, Paulo R.; Pereira-Dias, Leandro; Santos, Conceição; Martins, Rui; Cunha, Mário. "Exploring the Impact of Water Stress on Grapevine Gene Expression and Polyphenol Production: Insights for Developing a Systems Biology Model". 2023.
    10.3390/csac2023-14917
  10. Tosin, Renan; Monteiro-Silva, Filipe; Martins, Rui; Cunha, Mario. "LIBS-Based Analysis of Elemental Composition in Skin, Pulp, and Seeds of White and Red Grape Cultivars". 2023.
    10.3390/csac2023-14918
  11. Teresa Guerra Barroso; Lénio Ribeiro; Hugo Gregório; Filipe Santos; Rui Costa Martins. "Feasibility of Total White Blood Cells Counts by Visible-Near Infrared Spectroscopy". 2021.
    10.3390/CSAC2021-10434
  12. Teresa Guerra Barroso; Lénio Ribeiro; Hugo Gregório; Filipe Santos; Rui Costa Martins. "Visible–Near-Infrared Platelets Count: Towards Thrombocytosis Point-of-Care Diagnosis". 2021.
    10.3390/CSAC2021-10435
  13. Martins, RC. "Element search optimization in LIBS spectra of geological samples". Paper presented in FÍSICA 2020 – 22.ª Conferência Nacional de Física e 30º Encontro Ibérico para o Ensino da Física, Lisboa, 2020.
    Published
  14. Martins, RC. "Laser Induced Breakdown Spectroscopy as a tool to assess smoker’s teeth composition: comparison with EDXRF and Raman spectroscopy". Paper presented in EuropeT(r)ode XV 2020 - optical chemical sensors and biosensors, 5- 8 April, Warsaw - Poland., Warsaw, 2020.
    Published
  15. Martins, RC. "Optical sensing of Nitrogen, Phosphorus and Potassium: a spectrophotometrical AI-assisted approach towards smart nutrient deployment". Paper presented in EuropeT(r)ode XV 2020 - optical chemical sensors and biosensors, 5- 8 April, Warsaw - Poland, Warsaw, 2020.
    Published
  16. Martins, RC. "Study of the Li presence in a Turquoise sample". Paper presented in FÍSICA 2020 22ª Conferência Nacional de Física e 30º Encontro Ibérico para o Ensino da Física, Lisboa, 2020.
    Published
  17. Martins, RC. "Plasma control by pattern recognition in laser induced breakdown spectroscopy". 2019.
  18. Martins, RC. "Unscrambling complex sample composition, variability and multi-scale interference in optical spectroscopy". 2019.
  19. Martins, RC. "Self-Learning Artificial Intelligence Methodology for the Accurate Quantification and Classification of Laser Induced Plasma Breakdown Spectroscopy applied to Geological Lithium Surveys in Portugal.". 2019.
  20. Martins, RC. "Metbots: Metabolomics Robots for Precision Viticulture.". 2019.
  21. Martins, RC. "Towards Real time ore grading in VAMOS! Underwater Robotic Mining System.". 2019.
  22. Martins, RC. "Laser induced breakdown system optimization and its applications.". 2019.
  23. Martins, RC. "Unscrambling Complex Sample Composition, Variability and Multi-scale Interference in Optical Spectroscopy". 2019.
  24. Martins, RC. "Prospection and Identification of High-Potencial Technologies for the Healthcare Market". 2019.
  25. Martins, RC. "Application of a novel LIBS prototype as an analytical grade tool for Li quantification in pegmatite samples". Paper presented in IV International Conference on Applications of Optics and Photonics (AOP 2019), 2019, Lisbon, Portugal, 2019.
    Published
  26. Martins, RC. "Laser Induced Breakdown Spectroscopy for real-time mineral analysis.". 2018.
  27. Martins, RC. "Li Mineralogy of the Barroso-Alvão Pegmatite Field (Northern Portugal).". 2018.
  28. Martins, RC. "Performance assessment of portable XRF for measuring K and Rb in lithiniferous rocks.". 2018.
  29. Martins, RC. "Positioning, Navigation and Awareness of the VAMOS Underwater Robotic Mining System.". 2018.
  30. Martins, RC. "Comparação de um aparelho portátil de XRF com um protótipo de LIBS para medição de Fe em amostras litiníferas.". 2018.
  31. Martins, RC. "Otimização de um sistema de espectroscopia de plasma assistida por um laser para amostras geológicas.". 2018.
  32. Martins, RC. "VinePAT, rapid automated assessment and grading of fruit quality". 2012.
  33. Martins, RC. "Where does the high-throughput dream takes us in biotechnology". 2012.
  34. Martins, RC. "VinePAT, rapid automated assessment and grading of fruit quality Australian Society of Viticulture and Oenology - Objective measures of wine and grape quality". 2012.
  35. Martins, RC. "Yeast Metabolic State Identification using Micro-Fiber Optics Spectroscopy". 2011.
  36. Martins, RC. "Biophotonics and Metabolomic imaging for vineyard management.". 2011.
  37. Martins, RC. "Facing the Complexity of Grape Quality Management and Delivering an High-throughput Device: VinePAT". 2011.
  38. Martins, RC. "Saccharomyces cerevisiae oxidative response by cyclic voltammetry and GC-MS.". 2011.
  39. Martins, RC. "Genotypic and pheno-metabolomic characterization of a Saccharomyces cerevisiae collection.". 2011.
  40. Martins, RC. "Managing Port Wine Quality : Strategies and Tools.". 2011.
  41. Martins, RC. "Vine PAT – Vineyard Management Process Analytical Technology for grape metabolomic imaging using Hyperspectral UV-VIS-SWNIR Spectroscopy". 2011.
  42. "Vine PAT – Vineyard Management Process Analytical Technology for grape metabolomic imaging using Hyperspectral UV-VIS-SWNIR Spectroscopy". 2011.
  43. "Vine PAT – Vineyard Management Process Analytical Technology for grape metabolomic imaging using Hyperspectral UV-VIS-SWNIR Spectroscopy". 2011.
  44. Martins, RC. "Process Analytical Technology in BioProcess Engineering". 2008.
  45. Martins, RC. "S. cerevisiae Morphology Metrics of Interference Metabolites". 2008.
  46. Martins, RC. "Perspectivas espectrométricas para a medição de qualidade da uva para vinho.". 2008.
  47. Martins, RC. "Oxidation Management of white wines using cyclic voltametry and multivariate process monitoring". 2008.
  48. Martins, RC. "Oxidation Management of white wines using cyclic voltametry and multivariate process monitoring". 2008.
  49. Martins, Rui. "Computational shelf-life dating framework: a complex systems approach for scenario-driven simulations.". 2007.
  50. Martins, RC. "Effects of heating technique and processing conditions on short-chain fatty acids profile in goat milk". 2007.
  51. Martins, RC. "Oxidation Management of White Wines". 2007.
  52. Martins, RC. "Refrigerated-moderated electric fields promotes E. coli death at ambient temperatures.". 2007.
  53. Martins, RC. "Margarine products quality monitoring using reflectance UV-VIS-SWNIR spectroscopy". 2006.
  54. Martins, RC. "Modelling Bio-Engineering Process: "A Complex Systems Approach to Food Engineering"". 2006.
  55. Martins, RC. "Tecnometria no sector dos lacticinios: Novas fronteiras de monitorização, controlo e desenvolvimento/implementação de novos processos.". 2006.
  56. Martins, RC. "Sensory panel data analysis: An information theory oriented approach.". 2006.
  57. Martins, RC. "Texture Losses of Green Beans Along Frozen Storage". 2000.
  58. Martins, RC. "Modelização dos Abusos de Temperatura em Vegetais Congelados: Efeitos na Qualidade". 1999.
Conference poster
  1. Martins, RC. Corresponding author: Martins, RC. "Reagent-less Point-of-Care for Hemogram Analysis in the Emergency Room using a drop of blood: An Assessment Study". Paper presented in Sensors in Medicine 2024, 2024.
  2. Martins, RC. "D. Capela, P. A. S. Jorge, R. C. Martins, D. Guimarães. 2020. Element search optimization in LIBS spectra of geological samples. FÍSICA 2020. 22ª Conferência Nacional de Física e 30º Encontro Ibérico para o Ensino da Física, 2-5 Setembro de 2020, Instituto de Educação da Universidade de Lisboa, Lisboa-Portugal.". Paper presented in FÍSICA 2020 – 22.ª Conferência Nacional de Física e 30º Encontro Ibérico para o Ensino da Física, 2-5 Setembro de 2020, Instituto de Educação da Universidade de Lisboa, Lisboa-Portugal., 2020.
  3. Martins, RC. "D. Guimarães, S. Pessanha, M.F.S. Ferreira, B. Lisboa, C. Casaca, M.L. Carvalho, R.C. Martins, P. Jorge. 2020. Laser Induced Breakdown Spectroscopy as a tool to assess smoker´s teeth composition: comparison with EDXRF and Raman spectroscopy. EuropeT(r)ode XV 2020 - optical chemical sensors and biosensors, 5- 8 April, Warsaw - Poland.". Paper presented in EuropeT(r)ode XV 2020 - optical chemical sensors and biosensors, 5- 8 April, Warsaw - Poland., 2020.
  4. Martins, RC. "Filipe Monteiro-Silva, Rui C. Martins, Pedro A. S. Jorge. 2020. Optical sensing of Nitrogen, Phosphorus and Potassium: a spectrophotometrical AI-assisted approach towards smart nutrient deployment. EuropeT(r)ode XV 2020 - optical chemical sensors and biosensors, 5- 8 April 2020, Warsaw - Poland.". Paper presented in EuropeT(r)ode XV 2020 - optical chemical sensors and biosensors, 5- 8 April 2020, Warsaw - Poland., 2020.
  5. "Laser Induced Breakdown Spectroscopy as a tool to assess smoker's teeth composition: comparison with EDXRF and Raman spectroscopy.". 2020.
  6. "Optical sensing of Nitrogen, Phosphorus and Potassium: a spectrophotometrical AI-assisted approach towards smart nutrient deployment.". 2020.
  7. Martins, RC. "Pinho TM, Jorge P, Silva F, Martins RC, Coelho L, Evran S, Timur S, Boaventura-Cunha J. 2019. Digital Agro-food & Forestry (r)evolution, December 12 & 13, 2019 - Vila Real". Paper presented in Digital Agro-food & Forestry (r)evolution, December 12 & 13, 2019 - Vila Real, 2019.
  8. "Digital Agro-food & Forestry (r)evolution". 2019.
  9. Martins, RC. "Jorge P., Martins R.C., Ferreira M.F.S., Guimarães D., J. Almeida, A. Martins, E. Silva. 2019. Towards Real time ore grading in ¡VAMOS! Underwater Robotic Mining System. 10th Euro-Mediterranean Symposium on Laser-Induced Breakdown Spectroscopy 8 ¿ 13th September 2019. Brno, Czech Republic.". Paper presented in 10th Euro-Mediterranean Symposium on Laser-Induced Breakdown Spectroscopy 8 – 13th September 2019. Brno, Czech Republic., 2019.
  10. Martins, RC. "Guimarães D, Ferreira MFS, Dias C, Ribeiro R, Lima A, Martins RC, Jorge. 2019. Lithium bearing minerals differentiation using Laser Induced Breakdown Spectroscopy. 10th Euro-Mediterranean Symposium on Laser-Induced Breakdown Spectroscopy 8 – 13th September 2019. Brno, Czech Republic.". Paper presented in 10th Euro-Mediterranean Symposium on Laser-Induced Breakdown Spectroscopy 8 – 13th September 2019. Brno, Czech Republic., 2019.
  11. Martins, RC. "Miguel Ferreira, Diana Guimarães, Rui Martins, Pedro Jorge. 2019. Pulse Design with a Fiber Laser for Laser-Induced Breakdown Spectroscopy. 10th Euro-Mediterranean Symposium on Laser-Induced Breakdown Spectroscopy 8 – 13th September 2019. Brno, Czech Republic.". Paper presented in 10th Euro-Mediterranean Symposium on Laser-Induced Breakdown Spectroscopy 8 – 13th September 2019. Brno, Czech Republic., 2019.
  12. "Lithium bearing minerals differentiation using Laser Induced Breakdown Spectroscopy.". 2019.
  13. "Self-Learning Artificial Intelligence Methodology for the Accurate Quantification and Classification of Laser Induced Plasma Breakdown Spectroscopy applied to Geological Lithium Surveys in Portugal.". 2019.
  14. "Path planning algorithms benchmarking for pruning tasks.". 2019.
  15. "Metbots: Metabolomics Robots for Precision Viticulture.". 2019.
  16. "Pulse Design with a Fiber Laser for Laser-Induced Breakdown Spectroscopy.". 2019.
  17. Martins, RC. "Filipe Monteiro-Silva, Pedro A. S. Jorge,a Rui C. Martins. 2019. An optical-based approach towards Nitrogen, Phosphorus and Potassium assessment for smart nutrient deployment. XXVI Encontro Nacional da SPQ, 24 a 26 de Julho, Porto - Portugal.". Paper presented in XXVI Encontro Nacional da SPQ, 24 a 26 de Julho, Porto - Portugal., 2019.
  18. "An optical-based approach towards Nitrogen, Phosphorus and Potassium assessment for smart nutrient deployment.". 2019.
  19. Martins, RC. "Guimarães D., Ferreira M. F. S., Ribeiro R., Dias C., Lima A., Martins R.C and Jorge P. 2019. Application of a novel LIBS prototype as an analytical grade tool for Li quantification in pegmatite samples. IV International Conference on Applications of Optics and Photonics 31 May - 4 June,Lisbon, Portugal". Paper presented in IV International Conference on Applications of Optics and Photonics 31 May - 4 June,Lisbon, Portugal, 2019.
  20. Martins, RC. "Ferreira M, Guimaraes D, Jorge P, Martins RC. 2019 Laser Induced Breakdown Spectroscopy Plasma Control by Pattern Recognition. IV International Conference on Applications of Optics and Photonics 31 May - 4 June,Lisbon, Portugal". Paper presented in IV International Conference on Applications of Optics and Photonics 31 May - 4 June,Lisbon, Portugal, 2019.
  21. Martins, RC. "C. Dias, D. Guimarães, M. Ferreira, R. Ribeiro, RC Martins, P. Jorge, A. Lima. 2019. FlaPSys - Fiber Laser Plasma spectroscopy system for real time element analysis: application in geological samples. Jornada do ICT, 24-25 Maio, Universidade de Évora, Portugal.". Paper presented in Jornada do ICT, 24-25 Maio 2019, Universidade de Évora, Portugal., 2019.
  22. Martins, RC. "Ferreira M, Guimaraes D, Jorge P, Martins RC. 2019 Optimization of a LIBS system. JEFFE 2019 - 4as Jornadas em Engenharia Física, Física, Física Médica e Astronomia 2019, 16th May Porto - Portugal.". Paper presented in JEFFE 2019 - 4as Jornadas em Engenharia Física, Física, Física Médica e Astronomia 2019, 16th May Porto - Portugal., 2019.
  23. "Optimization of a LIBS system.". 2019.
  24. "JEFFE 2019 - 4as Jornadas em Engenharia Física, Física, Física Médica e Astronomia 2019". 2019.
  25. Martins, RC. "Jorge P., Martins RC. Ferreira M. Guimaraes D. 2019. Towards real time ore grading systems using smart LIBS. In: Workshop LIGHTS - Lightweight Integrated Ground and Airborne Hyperspectral Topological Solution. 7h May, Universidade do Porto, Porto Portugal". Paper presented in Workshop LIGHTS - Lightweight Integrated Ground and Airborne Hyperspectral Topological Solution. 7h May, Universidade do Porto, Porto Portugal, 2019.
  26. "Towards real-time ore grading systems using smart LIBS.". 2019.
  27. "Laser Induced Breakdown Spectroscopy Plasma Control by Pattern Recognition.". 2019.
  28. "FlaPSys - Fiber Laser Plasma spectroscopy system for real-time element analysis: application in geological samples.". 2019.
  29. "Application of a novel LIBS prototype as an analytical grade tool for Li quantification in pegmatite samples.". 2019.
  30. "Unscrambling Complex Sample Composition, Variability and Multi-scale Interference in Optical Spectroscopy.". 2019.
  31. "Self-Learning Artificial Intelligence in Photonics: from device control to information processing in spectroscopy.". 2019.
  32. Martins, RC. "M. F. S. Ferreira, D. Guimarães, R. C. Martins, A. Lima, P. A. S. Jorge, Otimização de um sistema de espectroscopia de plasma assistida por um laser para amostras geológicas, Física 2018, Universidade da Beira Interior, Covilhã Portugal, 29 August- 1 September 2018.". Paper presented in Física 2018, Universidade da Beira Interior, Covilhã Portugal, 29 August- 1 September 2018., 2018.
  33. Martins, RC. "D. Guimarães, M. F. S. Ferreira, R. C. Martins, P. A. S. Jorge, A. Lima, Comparação de um aparelho portátil de XRF com um protótipo de LIBS para medição de Fe em amostras litiníferas, Física 2018, Universidade da Beira Interior, Covilhã Portugal, 29 August- 1 September 2018.". Paper presented in Física 2018, Universidade da Beira Interior, Covilhã Portugal, 29 August- 1 September 2018., 2018.
  34. Martins, RC. "D. Guimarães, M. F. S. Ferreira, R. C. Martins, P. Jorge, A. Lima, Performance assessment of portable XRF for measuring K and Rb in lithiniferous rocks, European Conference on X-Ray Spectrometry EXRS 2018, Ljubljana Slovenia, 24-29 June 2018.". Paper presented in European Conference on X-Ray Spectrometry EXRS 2018, Ljubljana Slovenia, 24-29 June 2018., 2018.
  35. Martins, RC. "M. F. S. Ferreira, R. C. Martins, D. Guimarães, A. Lima, P. A. S. Jorge, Laser Induced Breakdown Spectroscopy for real-time mineral analysis, 3ª Jornadas em Engenharia Física, Física, Física Médica e Astronomia 2018, FCUP Porto Portugal, 18 May 2018.". Paper presented in 3ª Jornadas em Engenharia Física, Física, Física Médica e Astronomia 2018, FCUP Porto Portugal, 18 May 2018., 2018.
  36. Martins, RC. "Martins, RC., Luz, R., Silva, JS., Sousa, N. 2015. Clinical Analysis Method Comparison for the use of MedPAT as a Point of Care Device in Certified Clinical Laboratories. 2as Jornadas de Investigação Clínica e Inovação do Centro Clínico Académico – Braga, 23 de outubro de 2015, Hospital de Braga Lugar de Sete Fontes, S. Victor 4710-243 Braga, Portugal". Paper presented in 2as Jornadas de Investigação Clínica e Inovação do Centro Clínico Académico – Braga, 23 de outubro de 2015, Hospital de Braga Lugar de Sete Fontes, S. Victor 4710-243 Braga, Portugal, 2015.
  37. "High-throughput methods in Biotechnology". 2013.
  38. Martins, RC. "Cristiana C. Castro, João S. Silva, Sílvia S. Silva, Fernando F. Macieira-Silva, José M. Oliveira, Martins, R.C. and José A. Teixeira (2011). Fermentative metabolism of yeast strains under induced stress conditions. In Semana da Escola de Engenharia, 20-26 October 2011, Universidade do Minho – Campus de Azurem, Guimarães.". Paper presented in Semana da Escola de Engenharia, 20-26 October 2011, Universidade do Minho – Campus de Azurem, Guimarães., 2011.
  39. Martins, RC. "Silva, J., Castro, C., Mendes, I., Franco-Duarte, R., Vicente, A., Schuller, D., R.C. Martins (2011). “Characterization of wine fermentations using fiber optic-mediated UV-VIS-SWNIR spectroscopy”, XXXIV World Congress of Vine and Wine, Porto-Portugal, 20-27 June 2011". Paper presented in XXXIV World Congress of Vine and Wine, Porto-Portugal, 20-27 June 2011, 2011.
  40. Martins, RC. "Franco-Duarte R, Mendes I, Castro CC, Silva JS, Xavier A, Drumonde-Neves J, R.C. Martins, Oliveira JM, Ferreira AC, Schuller D (2011). The genotypic and pheno-metabolomic landscape of a Saccharomyces cerevisiae strain collection. Microbiotec ´11, 1 -3 Dec, 2011, Braga, Portugal". Paper presented in Microbiotec ´11, 1 -3 Dec, 2011, Braga, Portugal, 2011.
  41. Martins, RC. "Silva, J., Jorge, P. and R.C. Martins 2011. “Yeast Metabolic State Identification using Micro-Fiber Optics Spectroscopy”, Proc. Of International Conference on Applications of Optics and Photonics, Portugal, May 2011, pp 8001-202.". Paper presented in nternational Conference on Applications of Optics and Photonics, Portugal, May 2011, 2011.
  42. "Fermentative metabolism of yeast strains under Induced stress conditions". 2011.
  43. "Characterization of wine fermentations using fiber optic-mediated UV-VIS-SWNIR spectroscopy". 2011.
  44. Martins, RC. "Martins, R.C.; Castro, C.C.; Silva-Ferreira, A.C.; Calapez, A.; Lopes, V.V. OpenPAT: Process analytical technometrics framework for unscrambling complex biological information. ICSB 2010 - Abstract Book of the 11th International Conference on Systems Biology. Edinburgh, UK, 10-16 October, 2010". Paper presented in ICSB 2010 - Abstract Book of the 11th International Conference on Systems Biology. Edinburgh, UK, 10-16 October, 2010, 2010.
  45. Martins, RC. "Castro, C.C.; Teixeira, J.A.; Silva-Ferreira, A.C.; Martins, R.C. X-Metabolomics: A software tool for dynamic mass spectroscopy automated signal processing. ICSB 2010 - Abstract Book of the 11th International Conference on Systems Biology. Edinburgh, UK, 10-16 October, 2010". Paper presented in ICSB 2010 - Abstract Book of the 11th International Conference on Systems Biology. Edinburgh, UK, 10-16 October, 2010, 2010.
  46. Martins, RC. "Rodrigues, P., Brandão, T., Silva F.M., R.C. Martins, Vicente, A.A., Araújo, P.M., Seabra, E.R., Silva, L.F. 2010. Monirtor - Monitorização em tempo real da fermentação da cerveja na região do UV-VIS-SWNIR com recurso a sondas de fibra optica. Portugal Técnologico, 7-10 Outubro, 2020, FIL - Lisboa, Portugal.". Paper presented in Portugal Técnologico, 7-10 Outubro, 2020, FIL - Lisboa, Portugal., 2009.
  47. Martins, RC. "Castro, C.C., Lopes, V.V., Martins, R.C. 2008. S. cerevisiae Morphology Metrics of Interference Metabolites. 9 International Congress of Systems Biology, 22-28 August, Gothemburg-Sweeden.". Paper presented in 9 International Congress of Systems Biology, 22-28 August, Gothemburg-Sweeden., 2008.
  48. Martins, RC. "Cerqueira, Miguel A.; Martins, Rui C.; Silva, João S.; Lima, Álvaro M.P.; Souza, Bartolomeu W.S.; Vicente, António A.; Teixeira, José A.; Moreira, R. Interactions between chitosan edible coating constituents: performance indicators. ICEF10 - 10th International Congress on Engineering and Food. Viña del Mar, Chile, April 20-24, 2008". Paper presented in ICEF10 - 10th International Congress on Engineering and Food. Viña del Mar, Chile, April 20-24, 2008, 2008.
  49. Martins, RC. "R.C. Martins, V.V. Lopes, A.C.F. Ferreira, A.A. Vicente, J.A. Teixeira. Cellular Automata Model for Controlling Supercooling: NanoBioTechnology Perspective into CryoPreservation of Living Tissues. NanoSpain 2008, NanoIberian Conference, 14-18 April, Braga - Portugal.". Paper presented in NanoSpain 2008, NanoIberian Conference, 14-18 April, Braga - Portugal., 2008.
  50. Martins, RC. "Castro, C.C., Lopes, V.V., Silva, J.S., Teixeira, J.A., Martins, R.C. 2008. Feasibility of Monitoring S. cerevisiae Morphological States by Diffusive Reflectance UV-VIS-SWNIR Spectroscopy. 26th SMYTE (Small Meeting on Yeast Transport and Energetics), September 6-9, 2008, Braga, Portugal.". Paper presented in 26th SMYTE (Small Meeting on Yeast Transport and Energetics), September 6-9, 2008, Braga, Portugal., 2008.
  51. Martins, RC. "Martins, R.C., Castro, C.C., Vicente, A.A., Teixeira, J.A., Agostinho, R., Lopes, V.V. 2008. OpenMicroBio: A framework for the simulation of cellular communities during bioprocess engineering. 9th International Congress of Systems Biology, 22-28 August, Gothemburg-Sweeden". Paper presented in 9th International Congress of Systems Biology, 22-28 August, Gothemburg-Sweeden, 2008.
  52. Martins, RC. "Martins, R.C., Silva, J.S., Lopes, V.V., Vicente, A.A., Teixeira, J.A. 2008. Portuguese Milk and Soy drinks assessment using UV-VIS-SWNIR spectroscopy: Spectra exploration and Classification. X International Congress of Engineering and Food, April 20-24, Viña del Mar, Chile.". Paper presented in X International Congress of Engineering and Food, April 20-24, Viña del Mar, Chile., 2008.
  53. "Classification of Portuguese coffee mixtures by UV-VIS-SWNIR spectroscopy". 2008.
  54. "Microorganisms identification by UV-VIS-SWNIR spectroscopy". 2008.
  55. Martins, RC. "Martins, R.C., Lopes, V.V., Vicente, A.A. and Teixeira, J.A. 2007. Complex Systems in BioEngineering: Integrative Approaches for Biotechnology. Congresso Nacional MICRO-BIOTEC', Lisbon 30 Nov - 2 Dec 2007". Paper presented in Congresso Nacional MICRO-BIOTEC', Lisbon 30 Nov - 2 Dec 2007, 2007.
  56. Martins, RC. "Pereira, R.N., Silva, O. \textbf{Martins, R.C.}, Vicente, A.A. Effects of heating technique and processing conditions on short-chain fatty acids profile in goat milk. IFST 2007 Annual Meeting, July 28 - Aug. 1, 2007 Chicago, IL.". Paper presented in IFST 2007 Annual Meeting, July 28 - Aug. 1, 2007 Chicago, IL., 2007.
  57. Martins, RC. "Silva, J.S.A., Cerqueira, M.A., R.C. Martins, Vicente, A.A.S. and Teixeira, J.A.C. (2008). Feasibility of UV-VIS-SWNIR spectroscopy for monitoring chitosan edible coatings; ICEF 10 - 10th International Congress on Engineering and Food. Viña del Mar, Chile.". Paper presented in ICEF 10 - 10th International Congress on Engineering and Food. Viña del Mar, Chile., 2007.
  58. Martins, RC. "Martins, R.C., Lopes, V.V., Vicente, A.A. Margarine quality monitoring based on reflectance spectroscopy. 8o Encontro de Química dos Alimentos, 4 a 7 Março 2007, Beja-Portugal.". Paper presented in 8o Encontro de Química dos Alimentos, 4 a 7 Março 2007, Beja-Portugal., 2007.
  59. Martins, RC. "Martins, R.C., Borges, S.M., Pereira, R.N., Vicente, A.A. Monitoring goat milk quality during pasteurisation and ohmic treatment using UV-VIS-SWNIR. 3rd International Symposium of Food and Agricultural Products: Processing and Innovations, 24-27 September, Napples, Italy.". Paper presented in 3rd International Symposium of Food and Agricultural Products: Processing and Innovations, 24-27 September, Napples, Italy., 2007.
  60. Martins, RC. "Silva, J.S.A., Jesus, P., R.C. Martins, Vicente, A.A.S. and Teixeira, J.A.C. (2007). Feasibility of yeast and fungi monitoring during cheese maturation using fibre optic sensor; Congresso Nacional MICRO’07-BIOTEC’07. Sociedade Portuguesa de Microbiologia e a Sociedade Portuguesa de Biotecnologia, Lisboa. Portugal, 30 Nov. - 2 Dec". Paper presented in Congresso Nacional MICRO’07-BIOTEC’07. Sociedade Portuguesa de Microbiologia e a Sociedade Portuguesa de Biotecnologia, Lisboa. Portugal, 30 Nov. - 2 Dec, 2007.
  61. Martins, RC. "Martins, R. C., Lopes, V.V., Vicente, A.A. 2006. Modelling the Mpemba effect on frozen strawberries by cellular automation. IUFOST 2006 - Food is Life, 13th World Congress of Food Science and Technology, 17-21 September, Nantes, France.". Paper presented in World Congress of Food Science and Technology, 17-21 September, Nantes, France., 2006.
  62. Martins, RC. "Martins, R.C., Lopes, V.V., Vicente, A.A. 2006. Margarine products quality monitoring using reflectance UV-VIS-SWNIR spectroscopy. CAC2006 - 10th International Conference on Chemometrics in Analytical Chemistry, 10-14 September, Campinas, Brasil.". Paper presented in CAC2006 - 10th International Conference on Chemometrics in Analytical Chemistry, 10-14 September, Campinas, Brasil., 2006.
  63. Martins, RC. "Martins, R. C. 2004. Simulation of foods nutritional and sensory quality losses. a complex systems phylosophy. 5th International Conference on Systems Biology, October 9-13 2004, Heidelberg, Germany.". Paper presented in 5th International Conference on Systems Biology, October 9-13 2004, Heidelberg, Germany., 2004.
  64. Martins, RC. "Martins, R.C. and Silva, C.L.M. 2003. Frozen Green Beans Accelerated Life Testing Computational Simulation. CIBIA IV - IV Congresso Ibero-Americano de Ingenieraria de Alimentos. 5-8 Octubre, Valparaiso, Chile.". Paper presented in CIBIA IV - IV Congresso Ibero-Americano de Ingenieraria de Alimentos. 5-8 Octubre, Valparaiso, Chile., 2003.
  65. Martins, RC. "Martins, R.C. and Silva, C.L.M. 2003. Thermal-Physical Properties of Frozen Green Beans Estimation by the Inverse Problem Methodology. CIBIA IV - IV Congresso Ibero-Americano de Ingenieraria de Alimentos. 5-8 Octubre, Valparaiso, Chile.". Paper presented in CIBIA IV - IV Congresso Ibero-Americano de Ingenieraria de Alimentos. 5-8 Octubre, Valparaiso, Chile., 2003.
  66. Martins, RC. "Martins, R.C. and Silva, C.L.M. 2003. A Importância dos Sistemas Computacionais na Optimização da Qualidade dos Alimentos. Biotec' 2003. 6-8 December, Lisboa, Portugal.". Paper presented in Biotec' 2003. 6-8 December, Lisboa, Portugal., 2003.
  67. Martins, RC. "Gonçalves, E.M., Teixeira, I., Martins R.C., Abreu, M., Brandão, T.R.S., and Silva, C.L.M. 2003. Colour Evaluation During Frozen Storage of Watercress (Nasturtium officinalle R. Br.). 6o Encontro de Química de Alimentos. June 22-25, Lisbon, Portugal.". Paper presented in 6o Encontro de Química de Alimentos. June 22-25, Lisbon, Portugal., 2003.
  68. Martins, RC. "Martins, R.C. and Silva, C.L.M. 2001. Kinetics of Frozen Stored Green Beans (Phaseolus vulgaris, L.) Quality Changes: Vitamin C, Reducing Sugars and Starch. 5o Encontro de Química de Alimentos, 8 to 11 of May, Porto, Portugal 2001.". Paper presented in 5o Encontro de Química de Alimentos, 8 to 11 of May, Porto, Portugal 2001., 2001.
  69. Martins, RC. "Martins, R.C., Almeida, M.G. and Silva, CLM. 2001. Simulation of Green Beans (Phaseolus vulgaris, L.) Quality Loss Throughtout the Frozen Foods Distribution Chain. CIBIA 2001, 3o Congresso Ibero-Americano de Engenharia de Alimentos, 11 to 15 of March, Valencia, Spain.". Paper presented in 3o Congresso Ibero-Americano de Engenharia de Alimentos, 11 to 15 of March, Valencia, Spain., 2001.
  70. Martins, RC. "Martins, R.C. and Silva, C.L.M. 2000. Modelling Colour and Chlorophyll Loss of Frozen Green Beans. 3rd International Conference on Predictive Modeling in Foods, Leuven, Belgium 12-15 September 2000.". Paper presented in 3rd International Conference on Predictive Modeling in Foods, Leuven, Belgium 12-15 September 2000, 2000.
Journal article
  1. Tosin, Renan; Cunha, Mario; Monteiro-Silva, Filipe; Santos, Filipe; Barroso, Teresa; Martins, Rui. "Bi-directional hyperspectral reconstruction of cherry tomato: diagnosis of internal tissues maturation stage and composition". Frontiers in Plant Science 15 (2024): http://dx.doi.org/10.3389/fpls.2024.1351958.
    10.3389/fpls.2024.1351958
  2. Teresa Guerra Barroso; Carla Queirós; Filipe Monteiro-Silva; Filipe Santos; António Hugo Gregório; Rui Costa Martins. "Reagentless Vis-NIR Spectroscopy Point-of-Care for Feline Total White Blood Cell Counts". Biosensors (2024): https://doi.org/10.3390/bios14010053.
    10.3390/bios14010053
  3. Renan Tosin; Filipe Monteiro-Silva; Rui Martins; Mario Cunha. "A New Approach for Element Characterization of Grapevine Tissue with Laser-Induced Breakdown Spectroscopy". Horticulturae (2024): https://doi.org/10.3390/horticulturae10010082.
    10.3390/horticulturae10010082
  4. Tosin, Renan; Monteiro-Silva, Filipe; Martins, Rui; Cunha, Mario. "Precision maturation assessment of grape tissues: Hyperspectral bi-directional reconstruction using tomography-like based on multi-block hierarchical principal component analysis". Biosystems Engineering 236 (2023): 147-159. http://dx.doi.org/10.1016/j.biosystemseng.2023.10.011.
    10.1016/j.biosystemseng.2023.10.011
  5. Silva, F.M.; Queirós, C.; Pinho, T.; Boaventura, J.; Santos, F.; Barroso, T.G.; Pereira, M.R.; Cunha, M.; Martins, R.C.. "Reagent-less spectroscopy towards NPK sensing for hydroponics nutrient solutions". Sensors and Actuators B: Chemical 395 (2023): 134442. http://dx.doi.org/10.1016/j.snb.2023.134442.
    10.1016/j.snb.2023.134442
  6. Teresa Guerra Barroso; Lenio Ribeiro; Hugo Gregório; Filipe Monteiro-Silva; Filipe Neves dos Santos; Rui Costa Martins. "Point-of-Care Using Vis-NIR Spectroscopy for White Blood Cell Count Analysis". Chemosensors (2022): https://doi.org/10.3390/chemosensors10110460.
    10.3390/chemosensors10110460
  7. Mafalda Reis-Pereira; Renan Tosin; Rui Martins; Filipe Neves dos Santos; Fernando Tavares; Mário Cunha. "Kiwi Plant Canker Diagnosis Using Hyperspectral Signal Processing and Machine Learning: Detecting Symptoms Caused by Pseudomonas syringae pv. actinidiae". Plants (2022): https://doi.org/10.3390/plants11162154.
    10.3390/plants11162154
  8. Miguel Ferreira; Nuno Silva; Diana Guimarães; Rui Martins; Pedro Jorge. "Effects of Pulse Duration in Laser-induced Breakdown Spectroscopy". U.Porto Journal of Engineering (2022): https://doi.org/10.24840/2183-6493_008.003_0003.
    10.24840/2183-6493_008.003_0003
  9. André Silva Aguiar; Sandro Augusto Magalhães; Filipe Neves dos Santos; Luis Castro; Tatiana Pinho; João Valente; Rui Martins; José Boaventura-Cunha. "Grape Bunch Detection at Different Growth Stages Using Deep Learning Quantized Models". Agronomy 11 9 (2021): 1890-1890. https://doi.org/10.3390/agronomy11091890.
    10.3390/agronomy11091890
  10. "Point-of-care Vis-SWNIR spectroscopy towards reagent-less hemogram analysis". Sensors and Actuators B: Chemical 343 (2021): 130138-130138. http://dx.doi.org/10.1016/j.snb.2021.130138.
    10.1016/j.snb.2021.130138
  11. Martins, RC. "High-accuracy spectral quantification of grape sugars and acids in Vitis vinifera: towards 'in-vivo' plant metabolomics diagnosis". Precision Agriculture (2021):
    Open access • Submitted
  12. Martins, RC. "Self-Learning Artificial Intelligence for Spectroscopy Point-of-Care for Veterinary Hemogram Analysis: erytrocytes, hemoglobin and hematocrit". Sensors and Actuators B: Chemical (2021):
    Under revision
  13. Martins, RC. "X-Ray Fluorescence and Laser-Induced Breakdown Spectroscopy analysis of veins minerals in Argemela, Central Portugal". American Geologist (2021):
    Under revision
  14. Martins, RC. "Optical sensing of Nitrogen, Phosphorus and Potassium: a spectrophotometrical approach towards smart nutrient deployment.". Chemosensors (2019): https://doi.org/10.3390/chemosensors7040051.
  15. Martins, RC. "Detection of BCG bacteria using a magnetoresistive biosensor: A step towards a fully electronic platform for tuberculosis point-of-care detection.". Biosensors and Bioelectronics (2018):
    10.1016/j.bios.2017.09.004
  16. Martins, RC; Martins, Rui. "Parallelization strategies for spatial agent-based models.". International Journal of Parallel Programming (2017):
    http://10.1007/s10766-015-0399-9
  17. Martins, RC. "Model-independent comparison of simulation output.". Simulation Modelling Practice and Theory (2017): https://doi.org/10.1016/j.simpat.2016.12.013.
    https://doi.org/10.1016/j.simpat.2016.12.013
  18. Nuno Fachada; Vitor V. Lopes; Rui C. Martins; Agostinho C. Rosa; Martins, RC. "SimOutUtils – Utilities for Analyzing Time Series Simulation Output". Journal of Open Research Software 4 (2016): https://doi.org/10.5334/jors.110.
    10.5334/jors.110
  19. Martins, RC. "New integrative computational approaches unveil the Saccharomyces cerevisiae pheno-metabolomic fermentative profile and allow strain selection for winemaking.". Food Chemistry (2016):
  20. Martins, RC. "micompr: An R package for multivariate independent comparison of observations.". The R Journal (2016):
  21. Martins, RC. "PerfAndPubTools – tools for software performance analysis and publishing of results.". Journal of Open Research Software (2016):
  22. "PerfAndPubTools – tools for software performance analysis and publishing of results.". Journal of Open Research Software (2016):
  23. "PerfAndPubTools – tools for software performance analysis and publishing of results.". Journal of Open Research Software (2016):
  24. Martins, Rui. "A template model for agent-based simulations". Peer J Computer Science (2015):
  25. Martins, Rui. "Finite element procedures for enzyme, chemical reaction and 'in-silico' genome scale networks". (2015):
  26. Martins, RC. "Towards a standard model for research in agent-based modeling and simulation.". PeerJ Computer Science (2015):
    http://10.7717/peerj-cs.36
  27. Martins, Rui. "Spectrometric differentiation of yeast strains using Minimum Volume Increase and Minimum Direction Change clustering criteria". Pattern Recognition Letters (2014): http://www.sciencedirect.com/science/article/pii/S0167865514000889.
    doi:10.1016/j.patrec.2014.03.008
  28. Castro, C.C.; Martins, R.C.; Teixeira, J.A.; Ferreira, A.C.S.. "Application of a high-throughput process analytical technology metabolomics pipeline to Port wine forced ageing process". Food Chemistry 143 (2014): 384-391. http://www.scopus.com/inward/record.url?eid=2-s2.0-84883124254&partnerID=MN8TOARS.
    10.1016/j.foodchem.2013.07.138
  29. Martins, R.C.; Monforte, A.R.; Silva Ferreira, A.. "Port wine oxidation management: A multiparametric kinetic approach". Journal of Agricultural and Food Chemistry 61 22 (2013): 5371-5379. http://www.scopus.com/inward/record.url?eid=2-s2.0-84878644940&partnerID=MN8TOARS.
    10.1021/jf4005109
  30. Castro, C.C.; Gunning, C.; Oliveira, C.M.; Couto, J.A.; Teixeira, J.A.; Martins, R.C.; Ferreira, A.C.S.. "Saccharomyces cerevisiae oxidative response evaluation by cyclic voltammetry and gas chromatography-mass spectrometry". Journal of Agricultural and Food Chemistry 60 29 (2012): 7252-7261. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864351893&partnerID=MN8TOARS.
    10.1021/jf300389v
  31. Martins, R.C.; Castro, C.C.; Lopes, V.V.. "The Influence of Geometrical and Operational Factors on Supercooling Capacity in Strawberries: A Simulation Study". Food and Bioprocess Technology 4 3 (2011): 395-407. http://www.scopus.com/inward/record.url?eid=2-s2.0-79951514533&partnerID=MN8TOARS.
    10.1007/s11947-009-0228-5
  32. Silva, J.S.; Castro, C.C.; Vicente, A.A.; Tafulo, P.; Jorge, P.A.S.; Martins, R.C.. "Yeast metabolic state identification using micro-fiber optics spectroscopy". Proceedings of SPIE - The International Society for Optical Engineering 8001 (2011): http://www.scopus.com/inward/record.url?eid=2-s2.0-80052314932&partnerID=MN8TOARS.
    10.1117/12.892262
  33. Martins, Rui. "Gestão da qualidade da uva: VinePAT". VinePAT. Enovitis : revista técnica de viticultura e enologia (2010):
  34. Machado, L.F.; Pereira, R.N.; Martins, R.C.; Teixeira, J.A.; Vicente, A.A.. "Moderate electric fields can inactivate Escherichia coli at room temperature". Journal of Food Engineering 96 4 (2010): 520-527. http://www.scopus.com/inward/record.url?eid=2-s2.0-70350569284&partnerID=MN8TOARS.
    10.1016/j.jfoodeng.2009.08.035
  35. Silva, R.G.; Silva, J.S.; Vicente, A.A.; Teixeira, J.A.; Martins, R.C.. "IN-SITU, Real-Time bioreactor monitoring by fiber optics sensors". BIOSIGNALS 2009 - Proceedings of the 2nd International Conference on Bio-Inspired Systems and Signal Processing (2009): 327-336. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650517045&partnerID=MN8TOARS.
  36. Castro, C.C.; Silva, J.S.; Lopes, V.V.; Martins, R.C.. "Yeast metabolic state identification by fiber optics spectroscopy". BIOSIGNALS 2009 - Proceedings of the 2nd International Conference on Bio-Inspired Systems and Signal Processing (2009): 169-178. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650526338&partnerID=MN8TOARS.
  37. Amaral, J.S.; Valentão, P.; Andrade, P.B.; Martins, R.C.; Seabra, R.M.. "Do cultivar, geographical location and crop season influence phenolic profile of walnut leaves?". Molecules 13 6 (2008): 1321-1332. http://www.scopus.com/inward/record.url?eid=2-s2.0-46749145396&partnerID=MN8TOARS.
    10.3390/molecules13061321
  38. Pereira, R.N.; Martins, R.C.; Vicente, A.A.. "Goat milk free fatty acid characterization during conventional and ohmic heating pasteurization". Journal of Dairy Science 91 8 (2008): 2925-2937. http://www.scopus.com/inward/record.url?eid=2-s2.0-49749132827&partnerID=MN8TOARS.
    10.3168/jds.2007-0873
  39. Martins, R.C.; Lopes, V.V.; Valentão, P.; Carvalho, J.C.M.F.; Isabel, P.; Amaral, M.T.; Batista, M.T.; Andrade, P.B.; Silva, B.M.. "Relevant principal component analysis applied to the characterisation of Portuguese heather honey". Natural Product Research 22 17 (2008): 1560-1582. http://www.scopus.com/inward/record.url?eid=2-s2.0-57049177113&partnerID=MN8TOARS.
    10.1080/14786410701825004
  40. Martins, Rui. "Sistemas Computacionais para a previsão da qualidade e segurança alimentar: evolução e sistemas complexos". Ingenium (2008): http://hdl.handle.net/1822/25764.
  41. Martins, R.C.; Lopes, V.V.; Vicente, A.A.; Teixeira, J.A.. "Computational shelf-life dating: Complex systems approaches to food quality and safety". Food and Bioprocess Technology 1 3 (2008): 207-222. http://www.scopus.com/inward/record.url?eid=2-s2.0-70349804087&partnerID=MN8TOARS.
    10.1007/s11947-008-0071-0
  42. Martins, R.C.; Oliveira, R.; Bento, F.; Geraldo, D.; Lopes, V.V.; De Pinho, P.G.; Oliveira, C.M.; Silva Ferreira, A.C.. "Oxidation management of white wines using cyclic voltammetry and multivariate process monitoring". Journal of Agricultural and Food Chemistry 56 24 (2008): 12092-12098. http://www.scopus.com/inward/record.url?eid=2-s2.0-58849146256&partnerID=MN8TOARS.
    10.1021/jf8021628
  43. Martins, RC; Silva, J.S.; Martins, R.C.; Vicente, A.A.; Teixeira, J.A.. "Feasibility of yeast and bacteria identification using UV-VIS-SWNIR diffusive reflectance spectroscopy". BIOSIGNALS 2008 1 (2008): 25-32. http://www.scopus.com/inward/record.url?eid=2-s2.0-70350459159&partnerID=MN8TOARS.
  44. Martins, Rui. "Monitorização da qualidade do leite de cabra durante a pasteurização e processamento óhmico usando sensores de fibra óptica". Leite I+D+T (2007): http://repositorium.sdum.uminho.pt/handle/1822/6998.
  45. Martins, R.C.; Lopes, V.V.. "Modelling supercooling in frozen strawberries: Experimental analysis, cellular automation and inverse problem methodology". Journal of Food Engineering 80 1 (2007): 126-141. http://www.scopus.com/inward/record.url?eid=2-s2.0-33750954212&partnerID=MN8TOARS.
    10.1016/j.jfoodeng.2006.05.009
  46. Martins, Rui. "Caracterização do perfil de ácidos gordos livres durante a pasteurização convencional e óhmica". Leite I+D+T (2007):
  47. Ávila, I.M.L.B.; Martins, R.C.; Ho, P.; Hendrickx, M.; Silva, C.L.M.. "Variability in quality of white and green beans during in-pack sterilization". Journal of Food Engineering 73 2 (2006): 149-156. http://www.scopus.com/inward/record.url?eid=2-s2.0-27144539182&partnerID=MN8TOARS.
    10.1016/j.jfoodeng.2005.01.014
  48. Silva, B.M.; Andrade, P.B.; Martins, R.C.; Seabra, R.M.; Ferreira, M.A.. "Principal component analysis as tool of characterization of quince (Cydonia oblonga Miller) jam". Food Chemistry 94 4 (2006): 504-512. http://www.scopus.com/inward/record.url?eid=2-s2.0-24044554601&partnerID=MN8TOARS.
    10.1016/j.foodchem.2004.11.045
  49. Martins, R.C.. "Simple finite volumes and finite elements procedures for food quality and safety simulations". Journal of Food Engineering 73 4 (2006): 327-338. http://www.scopus.com/inward/record.url?eid=2-s2.0-27744468994&partnerID=MN8TOARS.
    10.1016/j.jfoodeng.2005.01.033
  50. Silva, B.M.; Andrade, P.B.; Martins, R.C.; Valentão, P.; Ferreres, F.; Seabra, R.M.; Ferreira, M.A.. "Quince (Cydonia oblonga Miller) fruit characterization using principal component analysis". Journal of Agricultural and Food Chemistry 53 1 (2005): 111-122. http://www.scopus.com/inward/record.url?eid=2-s2.0-11244299369&partnerID=MN8TOARS.
    10.1021/jf040321k
  51. Martins, R.C.; Lopes, I.C.; Silva, C.L.M.. "Accelerated life testing of frozen green beans (Phaseolus vulgaris, L.) quality loss kinetics: Colour and starch". Journal of Food Engineering 67 3 (2005): 339-346. http://www.scopus.com/inward/record.url?eid=2-s2.0-9944220460&partnerID=MN8TOARS.
    10.1016/j.jfoodeng.2004.04.037
  52. Martins, R.C.; Silva, C.L.M.. "Green beans (Phaseolus vulgaris, L.) quality loss upon thawing". Journal of Food Engineering 65 1 (2004): 37-48. http://www.scopus.com/inward/record.url?eid=2-s2.0-2342466127&partnerID=MN8TOARS.
    10.1016/j.jfoodeng.2003.12.001
  53. Martins, R.C.; Almeida, M.G.; Silva, C.L.M.. "The effect of home storage conditions and packaging materials on the quality of frozen green beans". International Journal of Refrigeration 27 8 (2004): 850-861. http://www.scopus.com/inward/record.url?eid=2-s2.0-10044280143&partnerID=MN8TOARS.
    10.1016/j.ijrefrig.2004.04.008
  54. Martins, R.C.; Silva, C.L.M.. "Inverse problem methodology for thermal-physical properties estimation of frozen green beans". Journal of Food Engineering 63 4 (2004): 383-392. http://www.scopus.com/inward/record.url?eid=2-s2.0-1242331416&partnerID=MN8TOARS.
    10.1016/j.jfoodeng.2003.08.008
  55. Martins, R.C.; Silva, C.L.M.. "Computational design of accelerated life testing applied to frozen green beans". Journal of Food Engineering 64 4 (2004): 455-464. http://www.scopus.com/inward/record.url?eid=2-s2.0-1842863987&partnerID=MN8TOARS.
    10.1016/j.jfoodeng.2003.11.012
  56. Martins, R.C.; Silva, C.L.M.. "Frozen green beans (Phaseolus vulgaris, L.) quality profile evaluation during home storage". Journal of Food Engineering 64 4 (2004): 481-488. http://www.scopus.com/inward/record.url?eid=2-s2.0-1842842076&partnerID=MN8TOARS.
    10.1016/j.jfoodeng.2003.11.015
  57. Martins, R.C.; Silva, C.L.M.. "Kinetics of frozen stored green bean (Phaseolus vulgaris L.) Quality changes: Texture, vitamin C, reducing sugars, and starch". Journal of Food Science 68 7 (2003): 2232-2237. http://www.scopus.com/inward/record.url?eid=2-s2.0-0141702304&partnerID=MN8TOARS.
  58. Silva, F.V.M.; Martins, R.C.; Silva, C.L.M.. "Design and optimization of hot-filling pasteurization conditions: Cupuaçu (Theobroma grandiflorum) fruit pulp case study". Biotechnology Progress 19 4 (2003): 1261-1268. http://www.scopus.com/inward/record.url?eid=2-s2.0-0042510495&partnerID=MN8TOARS.
    10.1021/bp030013r
  59. Martins, R.C.; Silva, C.L.M.. "Modelling colour and chlorophyll lossed of frozen green beans (Phaseolus vulgaris, L.)". International Journal of Refrigeration 25 7 (2002): 966-974. http://www.scopus.com/inward/record.url?eid=2-s2.0-0036836448&partnerID=MN8TOARS.
    10.1016/S0140-7007(01)00050-0
Magazine article
  1. Martins, RC. "Investigadora INESC TEC recebe distinção na 22.ª Conferência Nacional de Física", BIP Inesc Tec Magazine, 2020
  2. Martins, RC. "Robôs do campo permitem chegar onde o Homem não consegue", Vida Rural, 2019
  3. Martins, RC. "As revelações do Plasma", Exame Informática, 2019
  4. Martins, RC. "Machine can compare wine grapes all over the world - ABC News Australia [26 JulJuly 2012]", ABC News Australia - ABC Rural , 2012, https://mobile.abc.net.au/news/rural/2012-07-27/machine-can-compare-wine-grapes-all-over-the-world/6113640.
  5. Martins, RC. "Levar a uva aos raios-X.", Visão, 2011
  6. Martins, RC. "PROJETO DESENVOLVIDO POR INVESTIGADORES PORTUGUESES VENCE 1º PRÉMIO NOS EUA [Agência Lusa 17 Novembro 2010]", Agência Lusa 17 Novembro 2010, 2010, https://www.infowine.com/pt/novidades/projeto_desenvolvido_por_investigadores_portugueses_vence_1premio_nos_eua_sc_8496.htm.
  7. Martins, RC. "Ler a química das uvas para melhorar o vinho", Diário de Noticias /Ciência [04 Setembro 2010], 2010, https://www.dn.pt/ciencia/ler-a-quimica-das-uvas-para-melhorar-o-vinho-1654936.html.
Preprint
  1. Teresa Guerra Barroso; Joana Maria Costa; António Hugo Gregório; Rui Costa Martins. "Painless Artificial Intelligence Point-of-Care hemogram diagnosis in Companion Animals". 2024. https://doi.org/10.20944/preprints202401.0036.v1.
    10.20944/preprints202401.0036.v1
Thesis / Dissertation
  1. Martins, RC. "Martins RC. 2004. Modeling Temperature Abuses to Frozen Vegetables - Influence on Quality. PhD Thesis, UCP, Porto-Portugal.". PhD, Universidade Católica Portuguesa, 2004.

Intellectual property

Licensing patent rights
  1. 2020. "BR112015018245-3. Sistema óptico para caracterização de parâmetros de um elemento de fluido ou tecido corporal". Brazil.
    In negotiation
  2. 2020. "US2019/0323949 Optical system for parameter characterization of an element of body fluid or tissue". United States.
    In negotiation
  3. 2019. "US10209178B2 Optical system for parameter characterization of an element of body fluid or tissue.". United States.
    Assigned
  4. 2017. "EP2950710 OPTICAL SYSTEM FOR PARAMETER CHARACTERIZATION OF AN ELEMENT OF BODY FLUID OR TISSUE; OPTISCHES SYSTEM ZUR CHARAKTERISIERUNG VON PARAMETERN EINES ELEMENTS AUS KÖRPERFLÜSSIGKEIT ODER GEWEBE; SYSTÈME OPTIQUE DESTINÉ À LA CARACTÉRISATION DE PARAMÈTRES D'UN ÉLÉMENT DE TISSU OU DE LIQUIDE CORPOREL.".
    In negotiation
Patent
  1. Martins, RC. 2023. "EP3903076B1 A calibration method of a spectroscopy device comprising a plurality of sensors and of transfer of spectral information obtained from at least two calibrated spectroscopy devices".
  2. Martins, RC. 2023. "WO2023126532A1 METHOD AND DEVICE FOR PROVIDING NON-INVASIVE TOMOGRAPHIC CHARACTERIZATION OF A SAMPLE COMPRISING A PLURALITY OF DIFFERENTIATED TISSUES".
    Pending
  3. Martins, RC. 2023. "JP7273844 Spectrophotometric method and apparatus for predicting quantified values of components from samples".
    Granted/Issued
  4. Martins, RC. 2023. "EP3794332B1 A method and apparatus for characterisation of constituents in a physical sample from electromagnetic spectral information".
  5. Martins, RC. 2022. "US-20220074863-A1 A CALIBRATION METHOD OF A SPECTROSCOPY DEVICE COMPRISING A PLURALITY OF SENSORS AND OF TRANSFER OF SPECTRAL INFORMATION OBTAINED FROM AT LEAST TWO CALIBRATED SPECTROSCOPY DEVICES".
    Pending
  6. Martins, RC. 2021. "EP3794332A1 A METHOD AND APPARATUS FOR CHARACTERISATION OF CONSTITUENTS IN A PHYSICAL SAMPLE FROM ELECTROMAGNETIC SPECTRAL INFORMATIO".
  7. Martins, RC. 2021. "CN111989747 Spectrohotometry method and device for predicting a quantification from a sample". China.
    Pending
  8. Martins, RC. 2021. "US2021/0020276A1 Spectrohotometry method and device for prdicting a quantification from a sample". United States.
    Pending
  9. Martins, RC. 2020. "EP3674675A1 A CALIBRATION METHOD OF A SPECTROSCOPY DEVICE COMPRISING A PLURALITY OF SENSORS AND OF TRANSFER OF SPECTRAL INFORMATION OBTAINED FROM AT LEAST TWO CALIBRATED SPECTROSCOPY DEVICES".
    Pending
  10. Martins, RC. 2020. "WO2020136529(A3) A CALIBRATION METHOD OF A SPECTROSCOPY DEVICE COMPRISING A PLURALITY OF SENSORS AND OF TRANS- FER OF SPECTRAL INFORMATION OBTAINED FROM AT LEAST TWO CALIBRATED SPECTROSCOPY DEVICES".
    Pending
  11. Martins, RC. 2020. "WO2020136529(A2) A CALIBRATION METHOD OF A SPECTROSCOPY DEVICE COMPRISING A PLURALITY OF SENSORS AND OF TRANSFER OF SPECTRAL INFORMATION OBTAINED FROM AT LEAST TWO CALIBRATED SPECTROSCOPY DEVICE".
  12. Martins, RC. 2020. "EP3605062A1 A METHOD AND APPARATUS FOR CHARACTERISATION OF CONSTITUENTS IN A PHYSICAL SAMPLE FROM ELECTROMAGNETIC SPECTRAL INFORMATION".
    Pending
  13. Martins, RC. 2020. "WO2020/026165A1. A METHOD AND APPARATUS FOR CHARACTERISATION OF CONSTITUENTS IN A PHYSICAL SAMPLE FROM ELECTROMAGNETIC SPECTRAL INFORMATION".
    Pending
  14. Martins, RC. 2020. "BR112015018245-3. Sistema óptico para caracterização de parâmetros de um elemento de fluido ou tecido corporal".
  15. 2020. "EP3605062A1 - A METHOD AND APPARATUS FOR CHARACTERISATION OF CONSTITUENTS IN A PHYSICAL SAMPLE FROM ELEC TROMAGNETIC SPECTRAL INFORMATION".
  16. 2020. "2020 WO2020/026165Ai. A METHOD AND APPARATUS FOR CHARACTERISATION OF CONSTITUENTS IN A PHYSICAL SAMPLE FROM ELECTROMAGNETIC SPECTRAL INFORMATION".
  17. Martins, RC. 2019. "WO2019194693 - SPECTROPHOTOMETRY METHOD AND DEVICE FOR PREDICTING A QUANTIFICATION OF A CONSTITUENT FROM A SAMPLE".
  18. Martins, RC. 2019. "US10209178B2 Optical system for parameter characterization of an element of body fluid or tissue.". United States.
    Granted/Issued
  19. Martins, RC. 2019. "WO2019194693 SPECTROPHOTOMETRY METHOD AND DEVICE FOR PREDICTING A QUANTIFICATION OF A CONSTITUENT FROM A SAMPLE".
    Pending
  20. Martins, RC. 2019. "US2019/0323949 Optical system for parameter characterization of an element of body fluid or tissue". United States.
    Pending
  21. Martins, RC. 2019. "US10209178B2 Optical system for parameter characterization of an element of body fluid or tissue. US patent granted until 2033-10-12". United States.
    Granted/Issued
  22. 2019. "Laser Based Plasma breakdown Process control by Optics and Predictive Self-Learning Artificial Intelligence.".
  23. 2019. "US2019/0323949 - Optical system for parameter characterization of an element of body fluid or tissue".
  24. Martins, RC. 2018. "PPP 2018-0180 Self-Learning Artificial Intelligence for the Accurate Identification, Classification and Quantification of Plasma Induced Breakdown Spectroscopy Atomic and Molecular Spectral Information Under Complex Dynamical Multiscale Variability and Interference".
  25. Martins, RC. 2018. "PT110894 A METHOD AND APPARATUS FOR CHARACTERIZATION OF CONSTITUENTS IN A PHYSICAL SAMPLE FROM ELECTROMAGNETIC SPECTRAL INFORMATION". Portugal.
  26. Martins, RC. 2018. "EP18248269.5 A CALIBRATION METHOD OF A SPECTROSCOPY DEVICE COMPRISING A PLURALITY OF SENSORS AND OF TRANSFER OF SPECTRAL INFORMATION OBTAINED FROM AT LEAST TWO CALIBRATED SPECTROSCOPY DEVICES".
  27. Martins, RC. 2018. "PCT/PT2018/050012 Spectrophotometry method and device for predicting a quantification of a constituent from a sample". Portugal.
    Pending
  28. Martins, RC. 2018. "PT115234 A CALIBRATION METHOD OF A SPECTROSCOPY DEVICE COMPRISING A PLURALITY OF SENSORS AND OF TRANSFER OF SPECTRAL INFORMATION OBTAINED FROM AT LEAST TWO CALIBRATED SPECTROSCOPY DEVICES". Portugal.
    Pending
  29. Martins, RC. 2018. "WO2018060967 Big data self-learning artificial intelligence methodology for the accurate quantification and classification of spectral information under complex variability and multi-scale interference.".
  30. Martins, RC. 2018. "EP18187384.5 A METHOD AND APPARATUS FOR CHARACTERIZATION OF CONSTITUENTS IN A PHYSICAL SAMPLE FROM ELECTROMAGNETIC SPECTRAL INFORMATION".
  31. Martins, RC. 2017. "US 20150369725 Optical system for parameter characterization of an element of body fluid or tissue.". United States.
  32. Martins, RC. 2017. "EP2950710 OPTICAL SYSTEM FOR PARAMETER CHARACTERIZATION OF AN ELEMENT OF BODY FLUID OR TISSUE;OPTISCHES SYSTEM ZUR CHARAKTERISIERUNG VON PARAMETERN EINES ELEMENTS AUS KÖRPERFLÜSSIGKEIT ODER GEWEBE;SYSTÈME OPTIQUE DESTINÉ À LA CARACTÉRISATION DE PARAMÈTRES D'UN ÉLÉMENT DE TISSU OU DE LIQUIDE CORPOREL.".
  33. Martins, RC. 2016. "PCT/IB2017/056039 Big data self-learning artificial intelligence methodology for the accurate quantification and classification of spectral information under complex variability and multi-scale interference.".
  34. Martins, RC (8B14-390C-8931). 2015. "PPP 109644 Big data self-learning artificial intelligence methodology for the accurate quantification and classification of spectral information under complex variability and multi-scale interference.".
  35. 2015. "PPP - Big data self-learning artificial intelligence methodology for the accurate quantification and classification of spectral information under complex variability and multi-scale interference.".
  36. Martins, RC (8B14-390C-8931). 2014. "WO 2014087374. Monitoring method and probe of the alcholic fermentation with spectroscopy uv-vis-swnir".
  37. Martins, RC (8B14-390C-8931). 2014. "WO 2014/118745 Optical system for parameter caracterization of an element of body fluid or tissue".
  38. Martins, RC. 2014. "WO 2014118601 OPTICAL SYSTEM FOR PARAMETER CHARACTERIZATION OF AN ELEMENT OF BODY FLUID OR TISSUE".
  39. Martins, RC. 2014. "WO 2014/11874 A1 Optical system for parameter characterization of an element of body fluid or tissue".
  40. Martins, RC. 2013. "PT 106759 Optical system for parameter characterization of an element of body fluid or tissue".
  41. Martins, RC. 2013. "PPP 106759. Optical system for parameter caracterization of an element of body fluid or tissue".
  42. Martins, RC (8B14-390C-8931). 2012. "WO 2010131197 Method and device for monitoring the productin of grapes with uv-vis-swnir".
  43. Martins, RC. 2012. "PPP 45727-12 - Monitoring method and probe of the alcoholic fermentation with spectrocopy uv-vis-swnir".
  44. 2012. "BioPAT working prototype - industrial biotechnology biophotonics equipment and system for real-time metabolomics, variance and time-course diagnosis, management and control of bioreactor fermentations, including specialized probe, spectroscopy automata, control systems (DCS) and technometrics software (OpenPAT).".
  45. Martins, RC (8B14-390C-8931). 2010. "PT 104566. Método e dispositivo de monitorização da produção de uva com espectroscopia uv-vis-swnir.".
  46. Martins, RC. 2010. "PCT/IB2010/052076 Method for monitoring grape quality and production using UV-VIS-SWNIR spectroscopy.".
  47. Martins, RC. 2009. "PPP 41972/10 Método e dispositivo de monitorização da produção de uva com espectroscopia uv-vis-swnir".
Provisional application for patent
  1. 2021. "PT116928 A system and method for the characterisation of a coated part [Patent Pending]".
    Protected

Other

Invention
  1. Laser Induced breakdown spectroscopy prototype for accurate element and mineral in-situ identification, classification and quantification. 2018. Martins, RC.
  2. VetPAT Pre-production series - Point of care biophotonic system for real-time, in-vivo, non-invasive and non-destructive clinical diagnosis in animal healthcare. 2017. Martins, RC.
  3. MedPAT Pre-production series - Point of care biophotonic system for real-time, in-vivo, non-invasive and non-destructive clinical diagnosis in human healthcare. 2016. Martins, RC.
  4. VinePAT working prototype V2 - Point of care biophotonic system for real-time, in-vivo, non-invasive and non-destructive clinical diagnosis monitoring of grape maturation parameters. 2014. Martins, RC.
  5. MedPAT working prototype - Point of care biophotonic system for real-time, in-vivo, non-invasive and non-destructive clinical diagnosis monitoring of blood, serum, urine and tissues. 2014. Martins, RC.
  6. VinePAT working prototype - handheld vineyard biophotonics equipment and system for real-time metabolomics, variance and time-course imaging based on uv-vis-swnir spectroscopy, including the handheld automata equipment, visualization software (VinePAT viewer) and master server system for performing the technometrics calculations.. 2010. Martins, RC.
  7. VinePAT working prototype - handheld vineyard biophotonics equipment and system for real-time metabolomics, variance and time-course imaging based on uv-vis-swnir spectroscopy, including the handheld automata equipment, visualization software (VinePAT viewer) and master server system for performing the technometrics calculations.. 2010. Martins, RC.
  8. VinePAT working prototype - handheld vineyard biophotonics equipment and system for real-time metabolomics, variance and time-course imaging based on uv-vis-swnir spectroscopy, including the handheld automata equipment, visualization software (VinePAT viewer) and master server system for performing the technometrics calculations.. 2010.
  9. VinePAT working prototype - handheld vineyard biophotonics equipment and system for real-time metabolomics, variance and time-course imaging based on uv-vis-swnir spectroscopy, including the handheld automata equipment, visualization software (VinePAT viewer) and master server system for performing the technometrics calculations.. 2010.
Other output
  1. cf4ocl: a C framework for OpenCL. 2018. Martins, RC.
  2. Laser Induced Breakdown Spectroscopy for real-time mineral analysis. 2018. Martins, RC.
  3. Otimização de um sistema de espectroscopia de plasma assistida por um laser para amostras geológicas.. 2018. Martins, RC.
  4. Performance assessment of portable XRF for measuring K and Rb in lithiniferous rocks. 2018. Martins, RC.
  5. Li Mineralogy of the Barroso-Alvão Pegmatite Field (Northern Portugal).. 2018. Martins, RC.
  6. Positioning, Navigation and Awareness of the VAMOS Underwater Robotic Mining System.. 2018. Martins, RC.
  7. Comparação de um aparelho portátil de XRF com um protótipo de LIBS para medição de Fe em amostras litiníferas.. 2018. Martins, RC.
  8. Spectroscopy for Complex Biological Systems: From Hardware and Firmware to Self-Learning Artificial Intelligence. Celebrating 10 years of Research and Development. The International Society for Optics and Photonics. 2017. Martins, RC.
  9. Spectroscopy for Complex Biological Systems: From Hardware and Firmware to Self-Learning Artificial Intelligence. Celebrating 10 years of Research and Development.. 2017. Martins, RC.
  10. PerfAndPubTools – tools for software performance analysis and publishing of results. 2016. Martins, RC.
  11. micompr: An R package for multivariate independent comparison of observations. 2016. Martins, RC.
  12. SimOutUtils - utilities for analyzing time series simulation output. 2016. Martins, RC.
  13. X-Metabolomics Tutorial. Mass Spectroscopy Software.. 2014. Martins, RC.
  14. MedPAT- Photonics point of care technology.. 2013. Martins, RC.
  15. VinePAT, rapid automated assessment and grading of fruit quality Australian Society of Viticulture and Oenology - Objective measures of wine and grape quality. 2012. Martins, RC.
  16. Where does the high-throughput dream takes us in biotechnology. 2012. Martins, RC.
  17. Yeast Pheno-Metabolome suite. 2011. Martins, RC.
  18. Vine PAT – Vineyard Management Process Analytical Technology for grape metabolomic imaging using Hyperspectral UV-VIS-SWNIR Spectroscopy. 2011. Martins, RC.
  19. Managing Port Wine Quality: Strategies and Tools. 2011. Martins, RC.
  20. Saccharomyces cerevisiae oxidative response by cyclic voltammetry and GC-MS. 2011. Martins, RC.
  21. Vine PAT – Vineyard Management Process Analytical Technology for grape metabolomic imaging using Hyperspectral UV-VIS-SWNIR Spectroscopy. 2011. Martins, RC.
  22. Vine PAT – Vineyard Management Process Analytical Technology for grape metabolomic imaging using Hyperspectral UV-VIS-SWNIR Spectroscopy. 2011.
  23. Vine PAT – Vineyard Management Process Analytical Technology for grape metabolomic imaging using Hyperspectral UV-VIS-SWNIR Spectroscopy. 2011.
  24. Yeast metabolic state identification by fiber optics spectroscopy.. 2009. Martins, RC.
  25. In-Situ, real-time bioreactor monitoring by fiber optics sensor. 2009. Martins, RC.
  26. Feasibility of yeast and bacteria identification using UV-VIS-SWNIR Diffusive Reflectance Spectroscopy. International Joint Conference on Biomedical Engineering Systems and Technologies. BIOSTEC 2008, January 28-31 Funchal, Madeira, Portugal. 2008. Martins, RC.
  27. Perspectivas espectrométricas para a medição de qualidade da uva para vinho. 2008. Martins, RC.
  28. Process Analytical Technology in BioProcess Engineering. 2008. Martins, RC.
  29. Oxidation Management of white wines using cyclic voltammetry and multivariate process monitoring. 2008. Martins, RC.
  30. Refrigerated-Moderated electric fields promotes E.coli Death at ambient temperatures. 2007. Martins, RC.
  31. OpenPAT Software suite. 2007. Martins, RC.
  32. Sensory panel data analysis: An information theory oriented approach. 2006. Martins, RC.
  33. Tecnometria no sector dos lacticínios: Novas fronteiras de monitorização, controlo e desenvolvimento/implementação de novos processos. 2006. Martins, RC.
  34. Modelling Bio-Engineering Process: A Complex Systems Approach to Food Engineering. 2006. Martins, RC.
  35. Análise de dados industriais - Superando a complexidade. 2006. Martins, RC.
  36. The OpenPAT Prototype - Case studies de dados processuais. 2006. Martins, RC.
  37. Mais-Valias com dados industriais - Melhoria processual. 2006. Martins, RC.
  38. Complex Systems Quality Losses Throughout the Distribution Chain. 2004. Martins, RC.
  39. A Utilização de Sistemas Computacionais para a Optimização da Qualidade dos Alimentos. 2003. Martins, RC.
  40. Texture Losses of Green Beans Along Frozen Storage. 2000. Martins, RC.
  41. Influence of Temperature Abuses on the Quality of Frozen Broad Beans. 1999. Martins, RC.
  42. Modelização dos Abusos de Temperatura em Vegetais Congelados: Efeitos na Qualidade. 1999. Martins, RC.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023/07/11 Intelligent photonics for farm to fork Sustainability Farm to table Sensing Technology 2023 - Sensor 100 Congress Keynote Speaker
Sensor 100 (Londres, United Kingdom)
2020/12/16 Martins RC. 2020. METBOTS – ROBOTS PARA METABOLÓMICA UTILIZANDO INTELIGÊNCIA ARTIFICIAL COM AUTO-APRENDIZAGEM EM AGRICULTURA DE PRECISÃO. Enovitis Conference 2020, 15-16 December, web conference. Keynote Speaker. url: https://www.vidarural.pt/conferencias-enovitis/ Enovitis Conference 2020
Enovitis (Portugal)
2020 Study of the Li presence in a Turquoise sample FÍSICA 2020 – 22a Confer¿ncia Nacional de Física e 30º Encontro Ibérico para o Ensino da Física
Sociedade Portuguesa de Física (Lisboa, Portugal)
2019/09/08 Self-Learning Artificial Intelligence Methodology for the Accurate Quantification and Classification of Laser Induced Plasma Breakdown Spectroscopy applied to Geological Lithium Surveys in Portugal 10th Euro-Mediterranean Symposium on Laser-Induced Breakdown Spectroscopy 8 – 13th September 2019. Brno, Czech Republic.
Masaryk University (Brno, Czech Republic)
2019/09/03 Metbots: Metabolomics Robots for Precision Viticulture. EPIA Conference on Artificial Intelligence, Vila Real in September 3rd-6th, 2019
University of Trás os Montes and Alto Douro (Vila Real, Portugal)
2019/09/03 Path Planning Algorithms Benchmarking for Grapevines Pruning and Monitoring. EPIA Conference on Artificial Intelligence, Vila Real in September 3rd-6th, 2019.
University of Trás os Montes and Alto Douro (Vila Real, Portugal)
2019/07/12 Martins RC. 2019. Self-Learning Artificial Intelligence in Photonics: from device control to information processing in spectroscopy. Workshop of the SPIE (International Society for Optics and Photonics) student Chapter - University of Porto, July 12th, 2019, Porto-Portugal.. Workshop of the SPIE (International Society for Optics and Photonics) student Chapter - University of Porto, July 12th, 2019, Porto-Portugal..
2019/06/27 Laser induced breakdown system optimization and its applications 3rd Doctoral Congress in Engineering, DCE 2019, 27-28 June FEUP, Porto, Portugal.
Unversity of Porto (Porto, Portugal)
2019/05/31 Unscrambling Complex Sample Composition, Variability and Multi-scale Interference in Optical Spectroscopy IV International Conference on Applications in Optics and Photonics (AOP 2019) - Lisbon, Portugal, 31 May - 4 June, 2019
AOP (Lisboa, Portugal)
2019/02/12 VetPAT and MedPAT technologies - Seminar: 'Prospection and Identification of 'High-Potencial Technologies for the Healtcare Market' MDevNet and Fraunhofer-Portugal, 12 February 2019, Porto-Portugal
Fraunhofer (Porto, Portugal)
2018/10/01 Positioning, Navigation and Awareness of the VAMOS Underwater Robotic Mining System 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, October, 1-5, 2018, Madrid, Spain
IEEE (Madrid, Spain)
2018/08/29 Otimização de um sistema de espectroscopia de plasma assistida por um laser para amostras geológicas Física 2018, Universidade da Beira Interior, Covilhã Portugal, 29 August- 1 September 2018.
Sociedade Portuguesa de Física (Covilhã, Portugal)
2018/08/13 Li Mineralogy of the Barroso-Alvão Pegmatite Field (Northern Portugal) XXII Meeting of the International Mineralogical Association (IMA 2018), August 13-17, 2018 Melbourne, Australia.
International Mineralogical Association (Melbourne, Australia)
2012/08/13 VinePAT, rapid automated assessment and grading of fruit quality - Australian Society of Viticulture and Oenology Objective measures of wine and grape quality.
Australian Society of Viticulture and Oenology (Melbourne, Australia)
2012/03/26 Where does the high-troughput dream takes us in biotechnology III Jornadas de Bioquímica, 26-27 Março, Braga, Portugal
University of Minho (Braga, Portugal)
2011/11/10 Vine PAT – Vineyard Management Process Analytical Technology for grape metabolomic imaging using Hyperspectral UV-VIS-SWNIR Spectroscopy South African Society for Enology & Viticulture SASEV 10 \& 11 November 2011 Stellenbosch, South Africa
South African Society for Enology \& Viticulture SASEV (Stellembosch, South Africa)
2011/06/20 Managing Port Wine Quality: Strategies and Tools. XXXIV world congress of vine and wine 20-27 Junho, Porto, Portugal.
(Porto, Portugal)
2011/06/20 Facing the Complexity of Grape Quality Management and Delivering an High-throughput Device: VinePAT XXXIV world congress of vine and wine, 20-27 Junho, Porto, Portugal.
(Porto, Portugal)
2011/06/20 Genotypic and pheno-metabolomic characterization of a Saccharomyces cerevisiae collection XXXIV World Congress of Vine and Wine. 20-27 June 2011, Porto, Portugal.
(Porto, Portugal)
2011/06/15 Saccharomyces cerevisiae oxidative response by cyclic voltammetry and GC-MS 9eme Symposium International d'OEnologie de Bordeaux, 15-17 June, Bordeaux, France.
(Bordeax, France)
2011 Biophotonics and Metabolomic imaging for vineyard management 48a Feira Nacional de Agricultura, 4 a 12 de Junho de 2011. Santarém, Portugal
Feira Nacional de Agricultura (Santarém, Portugal)
2009/01/14 Yeast metabolic state identification by fiber optics spectroscopy BioSignals 2009 - International Conference on Bio-Inspired systems and signal processing
BIOSTEC
2009/01/14 In-Situ, real-time bioreactor monitoring by fiber optics sensor. BioSignals 2009 - International Conference on Bio-Inspired systems and signal processing, 14 - 17 January 2009, Porto Portugal.
BIOSTEC (Porto, Portugal)
2008/11/11 Perspectivas espectrométricas para a medição de qualidade da uva para vinho Conferências da Tapada - ISA/IST 2008
ISA - IST (Lisboa, Portugal)
2008/10/16 Process Analytical Technology in BioProcess Engineering XI Jornadas de Engenharia Biológica
University of Minho (Braga, Portugal)
2008/07/01 Oxidation Management of white wines using cyclic voltametry and multivariate process monitoring The 12th International Weurman Flavour Research Symposium
International Weurman Flavour Research (Interlaken, Switzerland)
2008/01/28 Feasability of yeast and bacteria identification using UV-VIS-SWNIR Diffisive Reflectance Spectroscopy International Joint Conference on BioMedical Engineering Systems and Technologies (BIOSTEC 2008)
BIOSTEC (Funchal - Madeira, Portugal)
2007/07/28 Refrigerated-Moderated electric fields promotes E. coli Death at ambient temperatures IFST 2007 Annual Meeting
IFST (Chicago IL, United States)
2007/06/25 Oxidation Management of White Wines 8th International Symposium OENO 2007
OENO 2007 (Bordeux, France)
2006/09/10 Sensory panel data analysis: An information theory oriented approach. CAC2006 - 10th International Conference on Chemometrics in Analytical Chemistry, 10-14 September, Campinas, Brasil.
CAC 2006 (Sao Paulo, Brazil)
2006/04/21 Modelling Bio-Engineering Process: 'A Complex Systems Approach to Food Engineering' BioSystems Engineering Group Meeting
University of Minho (Braga, Portugal)
2006 Tecnometria no sector dos lacticinios: Novas fronteiras de monitorização, controlo e desenvolvimento/implementação de novos processos. VI Seminário CNL: O sector leiteiro e novas medidas da PAC
University of Minho (Braga, Portugal)
2003/06/06 A Utilização de Sistemas Computacionais para a Optimização da Qualidade dos Alimentos. Workshop FLAIR - FLOW Inovação: Novos Sensores para a Monotorização de Alimentos - Advanced Sensors and Systems for Food Monotoring FLAIR - FLOW Inovation action
ESB-UCP (Porto, Portugal)
2000 Texture Losses of Green Beans Along Frozen Storage FOODNET meeting
Ghent University (Belgium)
1999/09/19 Influence of Temperature Abuses on the Quality of Frozen Broad Beans 20th International Congress of Refrigeration, International Institut of Refrigeration
(Sydney, Australia)
1999 Abusos de Temperatura em Vegetais Congelados: Efeitos na Qualidade. Projecto SPIRAL - Interactive training for the agro food industry
ESB-UCP (Porto, Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2021 - Current Reagent-less Spectroscopy analytics towards precision agriculture and environmental monitoring (SFRH/BD/09136/2020)
Supervisor of Anibal Filipe Silva
 Doutoramento em Química
Universidade do Porto, Portugal
2021 - Current Self-learning artificial intelligence for Laser-Induced Breakdown Spectroscopy
Supervisor of Alberto Sousa Lima Mesquita Santos
 MSC in Electric and Computer Engineering (Master)
Universidade do Porto, Portugal
2021 - Current Laser-Induced Breakdown Spectroscopy Signal Processing and Self-Learning Artificial Intelligence using sub-optical and digital twis appproaches
Supervisor of Nuno Azevedo Silva
 Junior Researcher in Physics (Other)
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
2021 - Current Metbots - developing spectroscopy sensors and advanced signal processing and self-learning artificial intelligence for 'in-vivo' plant physiology and metabolomics.
Supervisor
 Investigador Junior - Robotics (Other)
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
2020 - Current Farm to fork technologies and methodologies for fruit dynamical quality and safety prediction (INIAV)
Co-supervisor of Patricia Vicente Silva
 PhD in Agricultural Sciences (PhD)
Universidade do Porto, Portugal
2020 - Current Advanced agronomic process diagnostics methodologies and systems biology for precision agriculture (SFRH/BD/145182/2019)
Co-supervisor of Renan Tosin
Universidade do Porto, Portugal
2018 - Current Fiber Laser Plasma Spectroscopy For Real-Time Underwater Element Analysis (SFRH/BD/130680/2017)
Co-supervisor of Miguel Fernandes Soares Ferreira
 Doutoramento em Física (PhD)
Universidade do Porto, Portugal
2014 - Current High-throughput metabolomics technology for point-of-care clinical diagnosis
Supervisor of Ricardo Alberto Mendes Ponde da Luz
 PhD Candidate in Health Sciences (PhD)
Universidade do Minho, Portugal
2010 - Current Quantum Signal and Image Processing for Cell Sciences (SFRH/BD/66093/2009)
Co-supervisor of Alexandre Jorge Bonito de Carvalho Calapez
 PhD Candidate in Electrical Engineering and Computer Science (PhD)
2010 - Current RTM Real time metabolomics for fermentation diagnosis (SFRH/BD/73885/2010)
Co-supervisor of Fernando Filipe Macieira da Silva
 PhD in Biological Engineering (PhD)
Universidade do Minho, Portugal
2009 - Current In-vivo and Real-time Monitoring of Yeast Fermentations: Applications to Wine and Food Technology (SFRH/BD/48616/2008)
Co-supervisor of João Sérgio Azevedo Lima da Silva
 PhD in Biological Engineering (PhD)
Universidade do Minho, Portugal
2020 - 2020 Optimization of Laser-Induced Breakdown Spectroscopy (LIBS) for application in the cork industry
Co-supervisor of Hugo Azevedo Veloso
 MSC in Physics Engineering (Master)
Universidade do Porto, Portugal
2020 - 2020 Laser induced breakdown spectroscopy firmware development and control
Supervisor of Nuno André Santos Tavares Macedo
 Physics Engineering (Degree)
Universidade do Porto, Portugal
2020 - 2020 Laser induced breakdown spectroscopy 2D scanning and imaging platform.
Supervisor
 Physics Engineering (Degree)
Universidade do Porto, Portugal
2009 - 2016 A Complex System Approach to the Simulation of BioProcesses (SFRH/BD/48310/2008)
Co-supervisor of Nuno Maria Carvalho Pereira Fernandes Fachada
 PhD in Electrical Engineering and Computer Science (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2009 - 2014 Pheno-Metabolomics: Integrative BioInformatics for Yeast Molecular Biotechnology (SFRH/BD/48591/2008)
Co-supervisor of Ricardo Filipe Azevedo Franco Duarte
 PhD in BioInformatics - Molecular Biology (PhD)
Universidade do Minho, Portugal
2009 - 2013 Multi-Scale BioEngineering: From Molecular Biology to Yeast Colony Dynamic (SFRH/BD/46737/2008)
Co-supervisor of Cristiana Cordeiro Castro
 PhD in Biological Engineering (PhD)
Universidade do Minho, Portugal
2011 - 2011 Discrimination of Saccharomyces cerevisiae fermentations by the means of chemometrics of chromatography data
Co-supervisor of Sílvia Sousa Silva
 Master in Food Sciences (Master)
Universidade do Minho, Portugal
2009 - 2009 Development of a high-throughput bio-logger for yeast discrimination based on uv-vis-swnir spectroscopy
Co-supervisor of Nuno Ramos de Fonseca
 Master in Molecular Biology (Master)
Universidade do Minho, Portugal
2007 - 2008 Monitoring of Beer Fermentation Using UV-VIS-SWNIR Spectroscopy
Co-supervisor of Rui Silva
 Master in Biological Engineering (Master)
Universidade do Minho, Portugal
2006 - 2007 Detection of food-borne yeast and bacteria in edible coated fruits by UV-VIS-SWNIR spectroscopy
Co-supervisor of João Sérgio Azevedo Lima da Silva
 Biological Engineering
Universidade do Minho, Portugal
2006 - 2007 Goat Milk Free Fatty Acids Characterisation during Pasteurisation and Ohmic Heating
Co-supervisor of Ricardo Nuno Correia Pereira
 Biological Engineering (Master)
Universidade do Minho, Portugal
2006 - 2007 Feasibility of Refrigerated Moderated Electric Fields for the Inactivation of E. coli
Co-supervisor of Luís Flávio do Rosário Machado
 Biological Engineering (Master)
Universidade do Minho, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2021 - 2021 CSAC2021: 1st International Electronic Conference on Chemical Sensors and Analytical Chemistry. On-Line Conference, 01-15 July 2021, MDPI Chemosensors Conference. url: https://sciforum.net/conference/CSAC2021 [International Conference] (2021 - 2021)
Conference (Member of the Scientific Committee)
 Multidisciplinary Digital Publishing Institute AG, Switzerland

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2006 - Current Lopes, V.V., Martins, R.C. 2006. The OpenPAT Prototype - Case studies de dados processuais. WorkShop Tecnometria na Unicer - Potencial para a indústria cervejeira. 18 May 2006, Leça do Balio - Portugal. (Outros)
2006 - Current Martins, R.C., Lopes, V.V. 2006. Mais-Valias com dados industriais - Melhoria processual. WorkShop Tecnometria na Unicer - Potencial para a indústria cervejeira. 18 May 2006, Leça do Balio - Portugal.
2006 - Current Lopes, V.V., Martins, R.C. 2006. Medir para controlar - Dos dados à quantificação. Workshop Tecnometria - Análise de Dados Industriais, Pavilhão de Feiras e Exposições de Penafiel, 31 March 2006, Penafiel - Portugal.
2006 - Current Martins, R.C., Lopes, V.V. 2006. Análise de dados indústriais - Superando a complexidade. Workshop Tecnometria - Análise de Dados Industriais, Pavilhão de Feiras e Exposições de Penafiel, 31 March 2006, Penafiel - Portugal.
2012 - 2012 Industrial Yeast Systems Biology. Masters Program in Molecular Biology, 18 to 22 of June, University of Minho, Braga Portugal. (Mestrado) Universidade do Minho, Portugal
2010 - 2012 Industrial Yeast Systems Biology (Co-Coordination). PhD Program in Molecular Biology, University of Minho, Braga Portugal. PhD in Molecular Biology (Curso de doutoramento (conclusão de unidades curriculares)) Universidade do Minho, Portugal
2010 - 2011 Integrative Systems Biology. Discipline of 2nd semester of course in Applied Biology - University of Minho Biologia Aplicada (Licenciatura) Universidade do Minho, Portugal
2010 - 2011 Integrative Systems Biology. Discipline of 2nd semester of bacharel courses in Biochemistry - University of Minho Bioquímica (Licenciatura) Universidade do Minho, Portugal
2010 - 2010 Industrial Yeast Systems Biology. Masters Program in Molecular Biology, 12 July – 23 July 2010, University of Minho, Braga Portugal. Mestrado em Biolologia Molecular (Mestrado) Universidade do Minho, Portugal
2005 - 2007 Process sytems engineering, Discipline of the ETIG technical course, ESB-UCP. (Curso de Especialização Tecnológica)
2005 - 2007 Instrumentation and Industrial Managent, Discipline of the ETIG technical course, ESB-UCP. (Curso de Especialização Tecnológica)
1999 - 2003 Food Process Technology I. Discipline 4th year of Food Engineering, Catholic University, Porto-Portugal. [Food Engineering - Licenciatura] Engenharia Alimentar (Licenciatura) Universidade Católica Portuguesa, Portugal
1999 - 2003 Food Process Technology II. Discipline 4th year of Food Engineering, Catholic University, Porto-Portugal. [Food Engineering - Licenciatura] Engenharia Alimentar (Licenciatura) Universidade Católica Portuguesa, Portugal
1999 - 2003 Fluid Mechanics. Discipline 3rd year of Food Engineering and Environmental Engineering, Catholic University, Porto-Portugal. [Food Engineering and Environmental Engineering - Licenciatura] (Licenciatura) Universidade Católica Portuguesa, Portugal
1999 - 2002 Particle Mechanics. Discipline 3rd year of Food Engineering and Environmental Engineering, Catholic University, Porto-Portugal. [Food Engineering and Environmental Engineering - Licenciatura] (Licenciatura) Universidade Católica Portuguesa, Portugal
1999 - 2001 Thermodynamics. Discipline 1st year of Food Engineering and Environmental Engineering, Catholic University, Porto-Portugal [Food Engineering and Environmental Engineering - Licenciatura] Engenharia Alimentar (Licenciatura) Universidade Católica Portuguesa, Portugal

Evaluation committee

Activity description
Role 		Institution / Organization Funding entity
2018 - 2019 European Research Funds Project Jury Coordinator (Artificial Intelligence and Signal Processing) Agência Nacional de Inovação SA, Portugal
2018 - 2019 European Research Funds Project Jury (Artificial Intelligence and Signal Processing) Agência Nacional de Inovação SA, Portugal
2018 - 2019 European Research Funds Project Jury of Project Evaluation Appeals Agência Nacional de Inovação SA, Portugal

Interview (newspaper / magazine)

Activity description Newspaper / Forum
2024/02/19 Nova tecnologia de análises clínicas veterinárias obtém hemogramas com apenas uma gota de sangue Veterinária Actual
2023/12/04 Invisible Connections: health beyond medical care BIP Magazine
2019/11/30 Entrevista Revista Vida Rural: Robôs do campo permitem chegar onde o Homem não consegue. [30-11-2019] Vida Rural
2019/11/01 Entrevista Exame Informatica - As Revelações do Plasma [1-11-2019] Exame Informática
2010 Enovitis: Gestão da qualidade da uva: VinePAT [2010] Enovitis : revista técnica de viticultura e enologia. Abril/Maio/Junho (2010), p. 37-41

Interview (tv / radio show)

Program Topic
2020/01/29 - Current Antena 1 - Programa Ponto de Partida (Ciência): Robôts Agricultores [29 Jan 2020]
2019/07/30 - Current Smart LIBS Technology interview for RTP News programe [30 July 2019]
2010 - Current Entrevista RTP Noticias - Tecnologia VinePAT [2010]

Journal scientific committee

Journal title (ISSN) Publisher
2020 - Current Remote Sensing - an MDPI journal MDPI
2008 - Current Food and Bioprocess Technology
2004 - Current Journal of Food Engineering
Distinctions

Award

2024 Distinção Seed Project - MyVet INESC TEC
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
2024 2nd Place Poster Competition Sensors in Medicine 2024, 5-7 March, London; With the work: Reagent-less Point-of-Care for Hemogram Analysis in the Emergency Room using a drop of blood: An Assessment Study.
2023 3rd place European Innovation prize with MyNPK technology, awarded by the European Association of Research and Technology Organizations (ERTO) in the category of Impact Expected.
2022 Best Research and Development Project in Agriculture 2022 - METBOTS-Robots para metabolómica utilizando inteligência artificial com auto-aprendizagem em agricultura de precisão - Prémio I&D que marca, Vida Rural - Congresso AgroIN 2022
2021 Scientific Award/Prize by University of Porto, Amadeus Dias Foundation and Santander with the invention of spectral metabolomic tomography technology
Universidade do Porto, Portugal
2021 Crédito Agrícola Prize Agro-Indutry 4.0 Award 2021 with SpecTOM technology
2020 LIBS research work distinguished by the Portuguese Physics Society at Physics 2020
Portuguese Physics Society, Portugal
2019 Fraunhofer Research Institute - recognition of Spectroscopy (uv-vis-swnir and LIBS) for Medical Point-of-Care High-potencial medical device
Fraunhofer Research Institute , Portugal
2018 LIBS research work distinguished by the Portuguese Physics Society at Physics 2018
Portuguese Physics Society, Portugal
2017 1st Prize at "Start-Up Montenegro" with VetPAT technology
2011 CNOIV Best Young Researcher Award 2011 - Viticulture
2010 1st International Prize at I2P 2010 Global Engineering Award
2010 CoHigh-tech COTEC Portugal program with VinePAT technology
2007 Best Communication Award
2005 Diploma de Finalista Prémio CUF 2005 - Ordem dos Engenheiros

Title

2021 Scientific Advisory Board of CSAC2021: 1st International Electronic Conference on Chemical Sensors and Analytical Chemistry. On-Line Conference, 01-15 July 2021, MDPI, Chemosensors Conference. url: https://sciforum.net/conference/CSAC2021
Multidisciplinary Digital Publishing Institute AG, Switzerland
2020 FCT Individual Research Grant (CEECIND/01780/2018)
Fundação para a Ciência e a Tecnologia, Portugal
2020 Editorial Board of MDPI Chemosensors Scientific Journal
Multidisciplinary Digital Publishing Institute AG, Switzerland
2020 Editor of MDPI Chemosensors Special Issue: 'Intelligent Photonics for Chemical Sensing'
Multidisciplinary Digital Publishing Institute AG, Switzerland
2008 Auxiliary Researcher - Nanomedicine and Nanodiagnostics Center - Faculty of Sciences and Technology - Nova University of Lisbon
2008 Auxiliary Researcher - Opto-Electronics and Micro-Electronics
2006 Researcher - Australia's Commonwealth Scientific and Industrial Research Organisation

Other distinction

2021 Distinção Seede Project - MyNPK INESC TEC
INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
2019 Spectroscopy (uv-vis-swnir and LIBS) recognized for Medical Point-of-Care High-potencial medical device - invited for MDevNet