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Identification

Personal identification

Full name
Sónia raquel Ferreira Carvalho

Citation names

  • Carvalho, Sónia

Author identifiers

Ciência ID
E515-7135-3BA3
ORCID iD
0000-0002-8220-4079

Knowledge fields

  • Exact Sciences - Mathematics
  • Exact Sciences - Mathematics

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Proficiency (C2) Advanced (C1) Advanced (C1) Advanced (C1)
German Intermediate (B1) Upper intermediate (B2) Intermediate (B1) Intermediate (B1) Intermediate (B1)
French Elementary (A2) Intermediate (B1) Elementary (A2) Elementary (A2) Elementary (A2)
Spanish; Castilian Elementary (A2) Intermediate (B1) Elementary (A2) Intermediate (B1) Intermediate (B1)
Education
Degree Classification
2010/11/16 - 2014/06/27
Concluded
 Doutoramento em Matemática (Doutoramento)
Major in Álgebra Lógica e Fundamentos
Universidade de Lisboa Faculdade de Ciências, Portugal
"Higher order derivatives of certain matrix functions" (THESIS/DISSERTATION)
 Distinção e louvor por unanimidade
2002/01/01 - 2005/09/30
Concluded
 Matemática (Mestrado integrado)
Major in Álgebra
Universidade de Lisboa Faculdade de Ciências, Portugal
 Muito Bom
1996/09/01 - 2001/07/01
Concluded
 Matemática (Licenciatura)
Universidade de Lisboa Faculdade de Ciências, Portugal
 14
Affiliation

Science

Category
Host institution 		Employer
2010 - 2014 Researcher (Research) Universidade de Lisboa Centro de Estruturas Lineares e Combinatórias, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2014/06/27 - Current Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
2004/03/01 - 2014/06/25 Assistant (Polytechnic Teacher) Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
2001/09/01 - 2003/09/01 Assistant (Polytechnic Teacher) Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
Projects

Other

Designation Funders
2019/05/13 - 2020/06/13 MISRedes - Information and synchronisation measures on networks
MISREDES
Researcher
Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
Concluded
Outputs

Publications

Conference paper
  1. Rocha, J. Leonel; Carvalho, Sonia. "Information measures and synchronization in complete networks". 2019.
Journal article
  1. J. Leonel Rocha; Sónia Carvalho; Beatriz Coimbra. "Probabilistic Procedures for SIR and SIS Epidemic Dynamics on Erdös-Rényi Contact Networks". AppliedMath (2023): http://dx.doi.org/10.3390/appliedmath3040045.
    10.3390/appliedmath3040045
  2. J. Leonel Rocha; Sónia Carvalho; Beatriz Coimbra; Inês Henriques; Juliana Pereira; Sonia Carvalho. "Influence Maximization Dynamics and Topological Order on Erdös-Rényi Networks". Mathematics (2023): http://dx.doi.org/10.3390/math11153299.
    10.3390/math11153299
  3. J. Leonel Rocha; S. Carvalho. "Complete dynamical networks: synchronization, information transmission and topological order". The interdisciplinary journal of Discontinuity, Nonlinearity, and Complexity (2023): http://dx.doi.org/10.5890/dnc.2023.03.008.
    10.5890/dnc.2023.03.008
  4. J. Leonel Rocha; S. Carvalho. "Information theory, synchronization and topological order in complete dynamical networks of discontinuous maps". Mathematics and Computers in Simulation (2021): http://dx.doi.org/10.1016/j.matcom.2020.11.007.
    10.1016/j.matcom.2020.11.007
  5. Sónia Carvalho. "An alternative proof on higher order derivatives of a multilinear map". Linear and Multilinear Algebra (2020): http://dx.doi.org/10.1080/03081087.2018.1546816.
    10.1080/03081087.2018.1546816
  6. Sonia Carvalho; Pedro Freitas. "On Derivatives and Norms of Generalized Matrix Functions and Respective Symmetric Powers". The Electronic Journal of Linear Algebra (2015): http://dx.doi.org/10.13001/1081-3810.2850.
    10.13001/1081-3810.2850
  7. Sonia Carvalho; Pedro Freitas. "The norm of the k-the derivative of the Chi-symmetric power of an operator". The Electronic Journal of Linear Algebra (2014): http://dx.doi.org/10.13001/1081-3810.1620.
    10.13001/1081-3810.1620
  8. Sonia and Carvalho; Pedro Freitas. "The k-th derivatives of the immanent and the chi-symmetric power of an operator". The Electronic Journal of Linear Algebra (2014): http://dx.doi.org/10.13001/1081-3810.1619.
    10.13001/1081-3810.1619
Thesis / Dissertation
  1. "Higher order derivatives and norms of certain matrix functions". PhD, Universidade de Lisboa Faculdade de Ciências, 2014.
  2. "Problems of Conversion and Conservation of the Determinant and the Permanent". Master, Universidade de Lisboa Faculdade de Ciências, 2005.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023/07 Influence Maximixation in Erd ¨os-R ´enyi Networks International Conference Optimization, Aveiro, Portugal
Universidade de Aveiro (Aveiro, Portugal)
2023/06 SIS and SIR Epidemic Dynamics in Random Contact Networks 16th International Conference on Non Linear Analysis and Modeling: Theory and Applications, CHAOS 2023
(Crete, Greece)
2020/12 Synchronizability and information transmission in complete dynamical networks of dis- continuous maps 9th International Conference on Complex Networks and their Applications, Complex Networks
(Madrid, Spain)
2020/06 Information measures and synchronization in regular ring lattices with discontinuous local dynamics 13th International Conference on Non Linear Analysis and Modeling: Theory and Applications
(Florence)
2019/12 Complete networks: discontinuous dynamics, information invariants and synchroni- zation 8th International Conference on Complex Networks and their Applications, Complex Networks
(Lisboa, Portugal)
2019/06 Information measures and synchronization in complete networks International Confe- rence on Mathematical Applications, ICMA
Universidade dos Açores (Ponta Delgada, Portugal)
2015/09 On the norms and derivatives of symmetric powers MatTriad 2015
Universidade de Coimbra (Coimbra, Portugal)
2015/06 On derivatives and norms of generalized matrix functions and respective symmetric powers International Meeting AMS-EMS-SPM
Universidade do Porto (Porto, Portugal)
2015 Números Complexos e Geometria Plana ProfMat 2015
Universidade de Évora (Évora, Portugal)
2015 Generalized matrix functions: derivatives and norms IST- Seminários CEAFEL
IST-FCUL (Lisboa, Portugal)
2014/06 Higher order derivatives of certain matrix functions Matrices and Operators, Workshop with Abraham Berman
Universidade de Coimbra (Coimbra)
2013/12 Derivatives of Functions of Matrices, Internacional Linear Algebra Society Annual Meeting
ILAS (Providence, United States)
2012 Derivatives and matrices, Matrices and Operators, Conference in honour of sixtieth birthday of Rajendra Bhatia
University Indian Statistical Institute (Dehli, India)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2024 - Current Viral marketing networks analysis
Co-supervisor
 Applied Mathematics (Master)
Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
2023/02 - 2023/06 Nível de serviço dos colaboradores , in Alliance Healr+thcare
Supervisor
 LMATE (Degree)
Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
2023 - 2023 Contact Epidemic Networks Analysis
Supervisor
 Applied mathematics (PhD)
Universidade de Lisboa Faculdade de Ciências, Portugal
2022/10 - 2023 Mobilidade através de dados do telemóvel, in Câmara Municipal de Lisboa
Supervisor
 LMATE (Degree)
Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
2022 - 2022 Network analysis: which player had a bigger influence in France's victory in World Football Cham
Supervisor
 LMATE-Project (Degree)
2022 - 2022 Optimal location for mailing lockers, CTT Portugal
Supervisor
 LMATE (Degree)
2021 - 2021 Centralização do Processo de Reembalagem e Etiquetagem de Medicamentos nas Farmácias Hospitalares, Grupo Lusíadas Saúde
Supervisor
 LMATE (Degree)
Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2015/09/08 - 2015/09/11 Member of the organising committee of the international meeting MatTriad, mini-symposium 6: Functions of Matrices, held at the University of Coimbra, 8-11 September 2015. (2015/09/08 - 2015/09/11)
Conference (Other)
 Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2023/07 “Otimização da alocação de serviços de transporte e logística”, in Tecmic
(Thesis) Main arguer
 Margarida Costa (Other)
Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
2022/07 Comun Routes Optimisation, in Lusíadas Saúde Portugal
(Thesis) Main arguer
 Mafalda Silva (Other)
Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
2020/07 Integração de Alertas Meteorológicos no Sistema de Informação Geográfico , in Infraestruturas de Portugal, IPMA
(Thesis) Main arguer
 Rui Manso Ribeiro (Other)
Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
2019 Multilinear Algebra tecnhiques for solving problems in additive theory
(Thesis) Main arguer
 Petra Alexandra Morbey Ferro Pacheco (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2015 Perfect numbers and Mersenne primes
(Thesis) Main arguer
 Tito José Minhalva Botelho (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal

Ad Hoc journal article review

Journal title (ISSN) Publisher
2018 - Current International Journal for Com- putational Methods in Engineering Science and Mechanics Taylor and Francis
2017 - Current Journal of Analysis Springer

Committee member

Activity description
Role 		Institution / Organization
2022 - Current Coordinator of the Mathematics Subject Group of Bachelor's Degree course in Informatics Engineering degree.
Coordinator
2018 - Current Vice-President of the Department of Mathematics at ISEL
President / Vice-president
 Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
2018 - Current Member of the Coordinating Council of the Department of Mathematics at ISEL, since November 2021
Member
 Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
2022 - 2022 Evaluation and Assessment of Students M23, DET e DTesP
President / Vice-president
 Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal

Consulting

Activity description Institution / Organization
2018 - Current Consultant for mathematics manual for basic degree Santillana Educacion SL, Spain

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2022 - Current Post-Graduation in Mathematics for Data Science Graphs and Networks; Optimisation (Pós-Graduação) Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
2021 - Current Masters Degree Graphs and Networks, Optimisation (Mestrado) Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
2004 - Current Bachelors Degree Calculus I,II,III, Linear Algebra, Discrete Mathematics, Probability and Statistics, Operations Research (Licenciatura) Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal

Other jury / evaluation

Activity description Institution / Organization
2018 - Current Final project or internship for obtaining a Bachelor Degree Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
Distinctions

Award

2019 Best Paper Award: J. Leonel Rocha and S. Carvalho, ¿I"nformation measures and synchronization in complete networks¿
Universidade dos Açores, Portugal