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Márcio Ferreira is a researcher at the University of Coimbra (UC). He holds a PhD in Nuclear and Particle Physics at UC in 2015, and later completed a Master's degree in Quantitative Methods in Finance in 2017, also from UC. Prior to that, he obtained a Master's degree in Nuclear and Particle Physics (2011) and a Bachelor's degree in Physics (2009) both from UC. With 11 papers published in specialised journals, his main research interest is in the exact sciences , especially nuclear and particle physics. He also explores the application of machine learning techniques in various physics domains.
Identification

Personal identification

Full name
Márcio Rafael Baptista Ferreira

Author identifiers

Ciência ID
1915-3DDE-54F2

Knowledge fields

  • Exact Sciences - Physical Sciences - Particles and Fields Physics
  • Exact Sciences - Physical Sciences - Nuclear Physics
  • Social Sciences - Economics and Business - Econometrics
  • Exact Sciences - Computer and Information Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
English Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2017
Concluded
 Métodos Quantitativos em Finanças (Mestrado)
Major in Sem especialização
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"The Iberian Electricity Market: Price Dynamics and Forward Risk Premium" (THESIS/DISSERTATION)
 15 valores
2011 - 2015
Concluded
 Doutoramento em Física Nuclear e de Partículas (Doutoramento)
Universidade de Coimbra, Portugal
"QCD phase diagram under an external magnetic field" (THESIS/DISSERTATION)
 Aprovado c/ Distinção e Louvor
2009 - 2011
Concluded
 Mestrado em Física Nuclear e de Partículas (Mestrado)
Universidade de Coimbra, Portugal
"Nuclear matter equation of state with light clusters" (THESIS/DISSERTATION)
 18
2005 - 2009
Concluded
 Licenciatura em Física (Licenciatura)
Universidade de Coimbra, Portugal
 14
Affiliation

Science

Category
Host institution 		Employer
2019/01/01 - 2025/01/01 Contracted Researcher (Research) Universidade de Coimbra, Portugal
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2017/07 - 2018/12/31 Postdoc (Research) Universidade de Coimbra, Portugal
Projects

Grant

Designation Funders
2021/10/01 - Current Identifying Signatures of Hybrid Stars
2022.11685.BD
Universidade de Coimbra, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing

Contract

Designation Funders
2023/01/01 - Current Exploring matter under extreme conditions: neutron stars in the multi-messenger era
2022.06460.PTDC
Researcher
Fundação para a Ciência e a Tecnologia
Ongoing
2018/05/01 - 2021/12/31 Magnetized neutron star matter: equation of state, properties, and structure of magnetars
PTDC/FIS-NUC/29912/2017
PTDC/FIS-NUC/29912/2017
Universidade de Coimbra Centro de Física, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2018/05/01 - 2021/04/30 Estrelas de neutrões magnetizadas: equação de estado, propriedades e estrutura de magnetars
PTDC/FIS-NUC/29912/2017
Researcher
Fundação para a Ciência e a Tecnologia
Concluded
2012/07/01 - 2014/06/30 Estrelas compactas: laboratorios de física nuclear e de partículas
CERN/FP/123608/2011
Research Fellow
Universidade de Coimbra Centro de Física Computacional, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2011/01/01 - 2014/03/31 Matéria estelar a densidades abaixo da densidade de saturação: supernovas e crosta das estrelas de neutrões
PTDC/FIS/113292/2009
Scientific Initiation Fellow
Universidade de Coimbra Centro de Física Computacional, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book chapter
  1. Cova, Tânia; Nunes, Sandra; Vitorino, Carla; Ferreira, Márcio; Rondon-Villarreal, Paola; Pais, Alberto. "In silico approaches for polymeric nanocomposites". In In-Silico Approaches to Macromolecular Chemistry, 503-531. Elsevier, 2023.
    10.1016/b978-0-323-90995-2.00010-2
  2. Cova, Tânia; Vitorino, Carla; Ferreira, Márcio; Nunes, Sandra; Rondon-Villarreal, Paola; Pais, Alberto. "Artificial Intelligence and Quantum as the Next Pharma Disruptors". In Artificial Intelligence in Drug Design, 321-347. Springer US, 2021.
    10.1007/978-1-0716-1787-8_14
  3. Constança Providência; Pedro Fernando Simões Costa; Márcio Ferreira; Helena Pais; Pereira, Renan. "Probing the interior of Neutron Stars and the QCD phase diagram with SKA". In Portuguese SKA White Book. Portugal: UA Editora, 2020.
Conference paper
  1. Costa, Pedro; Ferreira, Márcio; Providência, Constança. "Magnetized QCD phase diagram: critical end points for the strange quark phase transition driven by external magnetic fields". 2017.
    10.22323/1.310.0161
  2. Costa, Pedro; Ferreira, Márcio; Providência, Constança; Hansen, Hubert; Menezes, Débora P.. "The QCD critical end point driven by an external magnetic field in asymmetric quark matter". Paper presented in 20th Particles and Nuclei International Conference" (PANIC 14), Hamburg, 2014.
    Published
  3. Ferreira, Márcio Rafael Baptista; Costa, P.; Providência, C.; Lourenço, O.; Frederico, T.. "Inverse Magnetic Catalysis in hot quark matter within (P)NJL models". Paper presented in Compact Stars in the QCD Phase Diagram IV (CSQCD IV), Prerow, 2014.
    Published
  4. Ferreira, Márcio Rafael Baptista; Providência, Constança. "Nuclear matter EOS with light clusters within the mean-field approximation". Paper presented in Compact Stars in the QCD Phase Diagram III (CSQCD III), Guarujá, 2012.
    Published
Conference poster
  1. Ferreira, Márcio Rafael Baptista. "Magnetized QCD phase diagram". Paper presented in Ciência 2016, 2016.
  2. Ferreira, Márcio Rafael Baptista. "The Critical End Point under an external magnetic field". Paper presented in Dense Matter in Compact Stars: Exper- imental and Observational Signatures, 2015.
  3. Ferreira, Márcio Rafael Baptista; Costa, Pedro; Providência, Constança. "Chiral and deconfinement phase transitions under an external magnetic field within (E)PNJL models". Paper presented in Manymanifestations of nonperturbative QCD,, 2014.
  4. Ferreira, Márcio Rafael Baptista; Costa, Pedro; Providência, C.. "Inverse magnetic catalysis within (P)NJL models". Paper presented in Dubna International Advanced School of Theoretical Physics Helmholtz International Summer School: Lattice QCD, Hadron Structure and Hadronic Matter, 2014.
  5. Ferreira, Márcio Rafael Baptista; Providência, Constança. "Nuclear matter EOS at low densities,". Paper presented in Escola de Verão Jorge André Swieca de Física Nuclear Teórica, 2013.
  6. Ferreira, Márcio Rafael Baptista; Providência, Constança. "Nuclearmatter EOS with light clusters,". Paper presented in I Encontro da Pós-Graduação em Física e Astronomia da UFSC, 2013.
  7. Ferreira, Márcio Rafael Baptista; Providência, Constança. "Nuclear matter EOS with light clusters within mean-field approximation". Paper presented in Compact Stars in the QCD Phase Diagram III, 2012.
Journal article
  1. Valéria Carvalho; Márcio Ferreira; Constança Providência. "From neutron star observations to nuclear matter properties: A machine learning approach". Physical Review D (2024): https://doi.org/10.1103/PhysRevD.109.123038.
    10.1103/PhysRevD.109.123038
  2. Pedro J. M. A. Carriço; Márcio Ferreira; Tiago F. T. Cerqueira; Fernando Nogueira; Pedro Borlido. "High-refractive-index materials screening from machine learning and ab initio methods". Physical Review Materials (2024): https://doi.org/10.1103/PhysRevMaterials.8.015201.
    10.1103/PhysRevMaterials.8.015201
  3. Valéria Carvalho; Márcio Ferreira; Tuhin Malik; Constança Providência. "Decoding neutron star observations: Revealing composition through Bayesian neural networks". Physical Review D (2023): https://doi.org/10.1103/PhysRevD.108.043031.
    10.1103/PhysRevD.108.043031
  4. Tuhin Malik; Márcio Ferreira; Milena Bastos Albino; Constança Providência. "Spanning the full range of neutron star properties within a microscopic description". Physical Review D (2023): https://doi.org/10.1103/PhysRevD.107.103018.
    10.1103/PhysRevD.107.103018
  5. Márcio Ferreira; Valéria Carvalho; Constança Providência. "Extracting nuclear matter properties from the neutron star matter equation of state using deep neural networks". Physical Review D (2022): https://doi.org/10.1103/PhysRevD.106.103023.
    10.1103/PhysRevD.106.103023
  6. João Aveiro; Felipe F. Freitas; Márcio Ferreira; Antonio Onofre; Constança Providência; Gonçalo Gonçalves; José A. Font. "Identification of binary neutron star mergers in gravitational-wave data using object-detection machine learning models". Physical Review D (2022): https://doi.org/10.1103/PhysRevD.106.084059.
    10.1103/PhysRevD.106.084059
  7. Tuhin Malik; Márcio Ferreira; B. K. Agrawal; Constança Providência. "Relativistic Description of Dense Matter Equation of State and Compatibility with Neutron Star Observables: A Bayesian Approach". The Astrophysical Journal (2022): https://doi.org/10.3847/1538-4357/ac5d3c.
    10.3847/1538-4357/ac5d3c
  8. Ferreira, Márcio; Pereira, Renan Câmara; Providência, Constança. "Hybrid stars from a constrained equation of state". EPJ Web of Conferences 258 (2022): 07001. http://dx.doi.org/10.1051/epjconf/202225807001.
    10.1051/epjconf/202225807001
  9. Ferreira, Márcio; Câmara Pereira, Renan; Providência, Constança. "Hybrid stars with large strange quark cores". EPJ Web of Conferences 274 (2022): 07001. http://dx.doi.org/10.1051/epjconf/202227407001.
    10.1051/epjconf/202227407001
  10. Pedro Barata de Tovar; Márcio Ferreira; Constança Providência. "Determination of the symmetry energy from the neutron star equation of state". Physical Review D (2021): https://doi.org/10.1103/PhysRevD.104.123036.
    10.1103/PhysRevD.104.123036
  11. Márcio Ferreira; Constança Providência. "Constraints on high density equation of state from maximum neutron star mass". Physical Review D (2021): https://doi.org/10.1103/PhysRevD.104.063006.
    10.1103/PhysRevD.104.063006
  12. Ferreira, Márcio; Rabhi, Aziz; Providência, Constança. "Crust-core transition of a neutron star: effect of the temperature under strong magnetic fields". The European Physical Journal A 57 9 (2021): http://dx.doi.org/10.1140/epja/s10050-021-00572-y.
    10.1140/epja/s10050-021-00572-y
  13. Márcio Ferreira; Renan Câmara Pereira; Constança Providência. "Hybrid stars with large strange quark cores constrained by GW170817". Physical Review D (2021): https://doi.org/10.1103/PhysRevD.103.123020.
    10.1103/PhysRevD.103.123020
  14. Ferreira, Márcio; Providência, Constança. "Neutron Star Properties: Quantifying the Effect of the Crust–Core Matching Procedure". Universe 6 11 (2020): 220. http://dx.doi.org/10.3390/universe6110220.
    10.3390/universe6110220
  15. Ferreira, Márcio; Providência, Constança. "Effect of the crust on neutron star empirical relations". Physical Review D 102 10 (2020): http://dx.doi.org/10.1103/physrevd.102.103003.
    10.1103/physrevd.102.103003
  16. Ferreira, Márcio; Pereira, Renan Câmara; Providência, Constança. "Quark matter in light neutron stars". Physical Review D 102 8 (2020): http://dx.doi.org/10.1103/physrevd.102.083030.
    10.1103/physrevd.102.083030
  17. Ferreira, Márcio; Pereira, Renan Câmara; Providência, Constança. "Neutron stars with large quark cores". Physical Review D 101 12 (2020): http://dx.doi.org/10.1103/physrevd.101.123030.
    10.1103/physrevd.101.123030
  18. Ferreira, Márcio; Fortin, M.; Malik, Tuhin; Agrawal, B.¿K.; Providência, Constança. "Empirical constraints on the high-density equation of state from multimessenger observables". Physical Review D 101 4 (2020): http://dx.doi.org/10.1103/physrevd.101.043021.
    10.1103/physrevd.101.043021
  19. "Effect of the crust on neutron star empirical relations". Phys. Rev. D 102 10 (2020): 103003-103003.
    10.1103/PhysRevD.102.103003
  20. "Quark matter in light neutron stars". Phys. Rev. D 102 8 (2020): 083030-083030.
    10.1103/PhysRevD.102.083030
  21. Ferreira, Márcio; Costa, Pedro; Providência, Constança. "Presence of a critical endpoint in the QCD phase diagram from the net-baryon number fluctuations". Physical Review D 98 3 (2018): http://dx.doi.org/10.1103/physrevd.98.034006.
    10.1103/physrevd.98.034006
  22. Ferreira, Márcio; Costa, Pedro; Providência, Constança. "Net baryon-number fluctuations in magnetized quark matter". Physical Review D 98 3 (2018): http://dx.doi.org/10.1103/physrevd.98.034003.
    10.1103/physrevd.98.034003
  23. Sebastiao, Helder; Ferreira, Marcio. "The Iberian electricity market: analysis of the risk premium in an illiquid market". Journal of Energy Markets 11 2 (2018): 61-82. http://dx.doi.org/10.21314/jem.2018.176.
    10.21314/jem.2018.176
  24. Avancini, Sidney S.; Ferreira, Márcio; Pais, Helena; Providência, Constança; Röpke, Gerd. "Light clusters and pasta phases in warm and dense nuclear matter". Physical Review C 95 4 (2017): 1-15.
    Published • 10.1103/PhysRevC.95.045804
  25. Ferreira, M.; Costa, P.; Providência, C.. "Magnetized QCD Phase Diagram". Acta Physica Polonica B Proceedings Supplement 10 4 (2017): 1197. http://dx.doi.org/10.5506/aphyspolbsupp.10.1197.
    10.5506/aphyspolbsupp.10.1197
  26. Providência, C.; Ferreira, M.; Costa, P.. "Inverse Magnetic Catalysis in the Polyakov--Nambu--Jona-Lasinio and Entangled Polyakov--Nambu--Jona-Lasinio Models". Acta Physica Polonica B Proceedings Supplement 8 1 (2015): 207-207.
    Published • 10.5506/APhysPolBSupp.8.207
  27. Menezes, Débora P.; Pinto, Marcus B; Providência, Constança; Costa, Pedro; Ferreira, Márcio; Castro, Luis B. "Quark matter subject to strong magnetic fields: phase diagram and applications". Journal of Physics: Conference Series 630 630 (2015): 012026-012026.
    Published • 10.1088/1742-6596/630/1/012026
  28. Costa, Pedro; Ferreira, Márcio; Menezes, Débora P.; Moreira, João; Providência, Constança. "Influence of the inverse magnetic catalysis and the vector interaction in the location of the critical end point". Physical Review D 92 3 (2015): 1-12.
    Published • 10.1103/PhysRevD.92.036012
  29. Ferreira, Márcio; Costa, Pedro; Menezes, Débora P.; Providência, Constança; Scoccola, Norberto N.. "Deconfinement and chiral restoration within the SU(3) Polyakov–Nambu–Jona-Lasinio and entangled Polyakov–Nambu–Jona-Lasinio models in an external magnetic field". Physical Review D 89 1 (2014): 016002-016002.
    Published • 10.1103/PhysRevD.89.016002
  30. Costa, Pedro; Ferreira, Márcio; Hansen, Hubert; Menezes, Débora P.; Providência, Constança. "Phase transition and critical end point driven by an external magnetic field in asymmetric quark matter". Physical Review D 89 5 (2014): 056013-056013.
    Published • 10.1103/PhysRevD.89.056013
  31. Ferreira, Márcio; Costa, Pedro; Providência, Constança. "Deconfinement, chiral symmetry restoration and thermodynamics of ( 2 + 1 )-flavor hot QCD matter in an external magnetic field". Physical Review D 89 3 (2014): 036006-036006.
    Published • 10.1103/PhysRevD.89.036006
  32. Ferreira, M.; Costa, P.; Lourenço, O.; Frederico, T.; Providência, C.. "Inverse magnetic catalysis in the ( 2 + 1 ) -flavor Nambu–Jona-Lasinio and Polyakov–Nambu–Jona-Lasinio models". Physical Review D 89 11 (2014): 116011-116011.
    Published • 10.1103/PhysRevD.89.116011
  33. Ferreira, Márcio; Costa, Pedro; Providência, Constança. "Strange quark chiral phase transition in hot 2 + 1 -flavor magnetized quark matter". Physical Review D 90 1 (2014): 016012-016012.
    Published • 10.1103/PhysRevD.90.016012
  34. Ferreira, Márcio; Providência, Constança. "Parametrization of light clusters within relativistic mean field models". LA RABIDA 2012 INTERNATIONAL SCIENTIFIC MEETING ON NUCLEAR PHYSICS: Basic Concepts in Nuclear Physics: Theory, Experiments, and Applications 0 (2013): 146-147.
    Published • 10.1063/1.4810820
  35. Ferreira, Márcio; Providência, Constança. "Description of light clusters in relativistic nuclear models". Physical Review C 85 5 (2012): 055811-055811.
    Published • 10.1103/PhysRevC.85.055811
Preprint
  1. Márcio Ferreira; Michal Bejger. "Conditional variational autoencoder inference of neutron star equation of state from astrophysical observations". 2024.
  2. Carvalho, Valéria; Márcio Ferreira; Constança da Providência; Michal Bejger. "Detecting the third family of compact stars with normalizing flows". 2024.
  3. Carvalho, Valéria; Márcio Ferreira; Constança da Providência. "From NS observations to nuclear matter properties: a machine learning approach". 2024.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023/05/07 Quark matter in neutron stars 15th International Conference on Gravitation, Astrophysics and Cos- mology (ICGAC15)
(Gyeongju, South Korea)
2022/09/07 Applying DNN to extract nuclear matter properties from neutron stars Machine Learning at GGI
Galileo Galilei Institute (Florence, Italy)
2022/08/05 Hybrid stars with large strange quark cores Quark Confinement and the Hadron Spectrum Conference
University of Stavanger (Stavanger, Norway)
2022/07/29 Hybrid stars with large strange quark cores 18th International Conference on QCD in Extreme Conditions
The Norwegian University of Science and Technology (Trondheim, Norway)
2019/09/26 A machine learning approach to extract the EoS of dense matter from the neutron star properties YITP long-term workshop Multi-Messenger Astrophysics in the Gravitational Wave Era
Yukawa Institute for Theoretical Physics (Kyoto, Japan)
2019/09/04 Net-baryon fluctuations in Magnetized QCD matter Theory of hot matter and relativistic heavy-ion collisions
THOR Annual Meeting (Istanbul, Turkey)
2019/02/13 Net-baryon fluctuations in Magnetized QCD matter
Nicolaus Copernicus Astronomical Center Polish Academy of Sciences (Warsaw, Poland)
2018/05/31 Magnetized QCD phase diagram YITP long-term workshop on ”New Frontiers in QCD2018 - Confinement, Phase Transition, Hadrons, and Hadron Interactions
Yukawa Institute for Theoretical Physics (Kyoto, Japan)
2018/03/13 QCD phase diagram and magnetic fields Excited QCD 2018
(Kopaonik, Serbia)
2017/12/07 Magnetized QCD phase diagram within the PNJL model ZIMÁNYI-COST SCHOOL WINTER WORKSHOP ON HEAVY ION PHYSICS
Wigner Research Center for Physics of the Hungarian Academy of Sciences (Budapest, Hungary)
2017 QCD phase diagram and magnetic fields Excited QCD 2017
(Sintra, Portugal)
2017 Magnetized QCD phase diagram 1º Encontro Nacional da Associação de Física de Interacções Fortes
(Portugal)
2016 Magnetized QCD phase diagram YITP Long-term workshop on "Nuclear Physics, Compact Stars, and Compact Star Mergers 2016
Yukawa Institute for Theoretical Physics (Kyoto , Japan)
2015 Phase transitions in a hot and magnetized 2+1 flavor quark matter DPASC workshop on foundations of particle physics
IDPASC (Porto, Portugal)
2014 The effect of a magnetic field in the QCD phase diagram
Instituto Tecnológico de Aeronáutica (São José dos Campos, Brazil)
2014 The effect of a magnetic field in the chiral and deconfinement transitions,
Universidade Cruzeiro do Sul, (São Paulo, Brazil)
2014 QCD phase transitions under an external magnetic field,
Universidade Federal de Santa Catarina, (Florianópolis, Brazil)
2014 Inverse magnetic catalysis in hot (2+1)-flavor quark matter within (P)NJL models, Compact Stars in the QCD phase diagram IV
(Prerow)
2014 Inverse magnetic catalysis in the Polyakov–Nambu– Jona-Lasinio models New Trends in High-Energy Physics and QCD
(Natal, Brazil)
2013 QCD phase diagram with magnetic field at µB = 0 within (E)PNJL models, I Encontro da Pós-Graduação em Física e Astronomia da UFSC,
(Florianópolis, Brazil)
2013 Deconfinement and chiral restoration within the SU(3) PNJL and EPNJL models in an external magnetic field School and Workshop “Hadron Physics: a Challenge to Holography
(Natal, Brazil)
2012 Nuclear matter with light nucle Física 2012
(Aveiro, Portugal)
2012 Description of light clusters in relativistic nuclear models La Rábida 2012
(Huelva, Spain)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2023/01/09 - Current Machine learning the Eliashberg spectral function
Co-supervisor
 Física (Master)
Universidade de Coimbra, Portugal
2022/09/01 - Current Symbolic regression in neutron star physics
Co-supervisor
 Física (Master)
Universidade de Coimbra, Portugal
2022/09/01 - Current Identifying signatures of Hybrid Stars
Co-supervisor
 Física (PhD)
Universidade de Coimbra, Portugal
2022/09/01 - 2023/09/20 Mapping Neutron Star Observations to the Equation of State: A Bayesian Neural Network Approach
Co-supervisor of Valéria Carvalho
 Física (Master)
Universidade de Coimbra, Portugal
2021/09/01 - 2022/09/29 Computational materials screening using machine learning methods
Co-supervisor of Pedro Carriço
 Física (Master)
Universidade de Coimbra, Portugal
2021/06/01 - 2021/11/30 Bayesian Analysis in neutron star physics
Co-supervisor
2021/06/01 - 2021/10/31 Neutron star EOS calibration
Co-supervisor
Universidade de Coimbra, Portugal
2021/09/01 - 2021/09/30 Constraining the equation of state of nuclear matter with machine learning methods
Supervisor
Universidade de Coimbra, Portugal
2021/07/01 - 2021/07/31 Learning about neutron stars with machine learning
Co-supervisor
Universidade de Coimbra, Portugal
2021/07/01 - 2021/07/31 Learning about neutron stars with machine learning
Co-supervisor
Universidade de Coimbra, Portugal
2021/07/01 - 2021/07/31 Bayesian Networks
Co-supervisor
Universidade de Coimbra, Portugal
2019/09/01 - 2020/08/31 Tidal deformability of a neutron star
Co-supervisor
Universidade de Coimbra, Portugal
2018/07/01 - 2018/07/31 Machine learning methods
Co-supervisor
Universidade de Coimbra, Portugal
2018/07/01 - 2018/07/31 Machine learning methods
Co-supervisor
Universidade de Coimbra, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2020/03/09 - 2020/03/13 Training school targeted towards scientists with expertise in Gravitational Wave Physics, Geophysics and Computing Science. 2nd training - A network for Gravitational Waves, Geophysics and Machine Learning (CA17137)
University of Malta, Malta
2019/09/09 - 2019/09/12 Conference on Machine Learning for Gravitational Waves, Geophysics and Control Systems 2nd Conference on Machine Learning for Gravitational Waves, Geophysics and Control Systems
Sveucili¿te u Rijeci, Croatia
2019/03/25 - 2019/03/29 High-energy physics, astroparticle physics and Data Science Data Science in (Astro)particle Physics and Cosmology
Universidade do Minho, Portugal
2019/01/14 - 2019/01/16 GW physics, Geophysics, Computing Science and Robotics 1st Conference on Machine Learning for Gravitational Waves, Geophysics, Robotics, Control Systems
Osservatorio Gravitazionale Europeo, Italy

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2022/10/04 Traffic light detection with neural network models
(Thesis) Arguer
 Carlos Tiago Neto (Master)
Universidade de Coimbra, Portugal
2021/12/03 Low Density Warm Stellar Matter with Light Clusters and Hyperclusters, Hyperons and Delta Isobars
(Thesis) Arguer
 Tiago Emanuel Anjo de Oliveira Custódio (Master)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2020/11/11 Development of the Underground Processing Monitor for LZ
(Thesis) Arguer
 João Fernando Marques da Silva (Master)
2019/10/02 Neutron Star Crust: Effects of Rotation and Strong magnetic fields
(Thesis) Arguer
 Ivo Arcanjo Jorge Bene Sengo (Master)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2017/09/29 Neutron Star Crust: Effects of Rotation and Strong Magnetic Fields
(Thesis) Arguer
 Sagar Dipak Silva Pratapsi (Master)

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2020/09/09 - 2024/12/31 Data Science in Physics Master in Data Science and Engineering (Mestrado integrado) Universidade de Coimbra, Portugal
2011/09/15 - 2012/05/20 Computer science and programing Computer science and programing (Mestrado integrado) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2011/09/15 - 2012/05/15 Experimental Physics II Experimental Physics II (Licenciatura) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal

Journal scientific committee

Journal title (ISSN) Publisher
2021/12/09 - Current Galaxies (2075-4434) MDPI
2021/10/21 - Current Bulgarian Journal of Physics (1310-0157)
2021/05/12 - Current Universe (2218-1997) MDPI
2021/05/07 - Current Physical Review Letters (1079-7114) American Physical Society
2021/04/27 - Current Physical Review D (2470-0029) American Physical Society
2021/04/26 - Current European Physical Journal A (1434-601X) Springer