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Identification

Personal identification

Full name
Paulo Carduck Borba Machado

Citation names

  • Machado, Paulo

Author identifiers

Ciência ID
1313-E0A1-6DC0
ORCID iD
0009-0004-6534-9657

Languages

Language Speaking Reading Writing Listening Peer-review
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Portuguese (Mother tongue)
German (Mother tongue)
French
Education
Degree Classification
2024/02/20
Ongoing
Eng. ELectrotecnica e de Computadores (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2021/09/17 - 2023/11/24
Concluded
Engenharia e Ciência de Dados (Mestrado integrado)
Major in Data Science
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Data-Driven Methods for Efficient Generation of Physically-Coherent Models" (THESIS/DISSERTATION)
2021/09/17
Concluded
Mestrado Integrado em Engenharia Física Tecnológica (Licenciatura)
Instituto Superior Técnico Departamento de Física, Portugal
Affiliation

Science

Category
Host institution
Employer
2024/02/27 - Current Researcher (Research) INOV – Instituto de Engenharia de Sistemas e Computadores Inovação, Portugal
Outputs

Publications

Conference paper
  1. Machado, Paulo; Ruxandra Georgeta Barbulescu; Luís Miguel Teixeira D'avila Pinto da Silveira. "Echo State Networks for Accurate and Efficient Modeling of Dynamic Circuits". Paper presented in IEEE International Conference on Artificial Intelligence Circuits and Systems 2024, Abu Dhabi, 2024.
  2. Machado, Paulo; Ruxandra Georgeta Barbulescu; Luís Miguel Teixeira D'avila Pinto da Silveira. "Efficient machine learning methods to predict the stationary electron density profile in a n+/n/n+ silicon diode". Paper presented in International Conference on Scientific Computing in Electrical Engineering 2024, Darmstadt, 2024.