Jean Michel Gomes

14
Documents
Affiliations actuelles
  • Universidade do Minho = University of Minho [Guimarães]
  • Centro de Astrofísica da Universidade do Porto (CAUP)
  • Instituto de Astrofísica e Ciências do Espaço (IASTRO)

Présentation

Jean Gomes, Ph.D., is a Senior Researcher and Data Engineer (Software Engineer), currently serving as Head of Quantum Computing at DTx Colab in Portugal, within the Data and Application Engineering group. With over 20 years of experience, Jean’s work bridges mathematical optimization, quantum computing, and software engineering to develop industrial solutions for sectors such as energy, logistics, mobility, and digital transformation. His expertise spans MILP/MINLP, quantum annealing (D-Wave), hybrid solvers, and computational frameworks for real-time decision-making.

Jean has contributed to international R&D programs, including FP7-PEOPLE-2013-IRSES, PTCRIS, and served as Principal Investigator in the Strategic Partnership in Astrophysics Portugal-Brazil (FCT/CAPES 2017). His work regularly translates advanced academic research into applied innovation, including optimization-based services, digital twins, AI-assisted decision systems, and sustainable urban solutions.

He has authored 60+ peer-reviewed publications, accumulating over 5,700 citations and an h-index of 27 (Google Scholar). His ability to integrate research excellence with real-world impact has earned recognition across both academic and industrial communities.

Jean holds a Ph.D. in Physics with a specialization in Astrophysics, awarded by the University of Santa Catarina (Brazil), including a research period at the Observatoire de Meudon (France). His doctoral research focused on optimization and mathematical modeling of galaxy formation, leading to a Ph.D. equivalence in Astrophysics from the University of Porto (Portugal) in 2015.

Previously, Jean was an Invited Assistant Professor at the University of Porto, where he supervised MSc, PhD, and undergraduate students, many within the PEEC program. He continues to foster collaborations between academia and industry.

Jean has also recently completed formal training in Horizon Europe project evaluation and assessment (2025), reinforcing his capacity to serve as an expert evaluator in European R&D programmes. He is actively registered in several expert pools and panels, contributing with deep domain expertise in energy systems, optimization, routing, and AI.


Compétences

Quantum Computing Optimization Operations Research Spectral Synthesis Stellar Populations Galaxy Formation and Evolution

Publications

Publications

Investigating the clumpy star formation in an interacting dwarf irregular galaxy

Augusto Lassen , Ana Chies-Santos , Rogerio Riffel , Evelyn Johnston , Eleazar Carrasco et al.
Monthly Notices of the Royal Astronomical Society, 2025, 541 (2), pp.1028-1047. ⟨10.1093/mnras/staf1049⟩
Article dans une revue hal-05194817 v1

Identifying type II quasars at intermediate redshift with few-shot learning photometric classification

P. Cunha , A. Humphrey , J. Brinchmann , S. Morais , R. Carvajal et al.
Astronomy & Astrophysics - A&A, 2024, 687, pp.A269. ⟨10.1051/0004-6361/202346426⟩
Article dans une revue hal-05194820 v1

Improving machine learning-derived photometric redshifts and physical property estimates using unlabelled observations

A Humphrey , P Cunha , A Paulino-Afonso , S Amarantidis , R Carvajal et al.
Monthly Notices of the Royal Astronomical Society, 2023, 520 (1), pp.305-313. ⟨10.1093/mnras/stac3596⟩
Article dans une revue hal-05194833 v1

Spatially resolved self-consistent spectral modelling of jellyfish galaxies from MUSE with FADO: trends with mass and stripping intensity

Gabriel Azevedo , Ana Chies-Santos , Rogério Riffel , Jean Michel Gomes , Augusto Lassen et al.
Monthly Notices of the Royal Astronomical Society, 2023, 523 (3), pp.4680-4692. ⟨10.1093/mnras/stad1641⟩
Article dans une revue hal-05194828 v1

Stellar Populations in type Ia supernova host galaxies at intermediate-high redshift: Star formation and metallicity enrichment histories

I Millán-Irigoyen , M del Valle-Espinosa , R Fernández-Aranda , L Galbany , Jean Michel Gomes et al.
Monthly Notices of the Royal Astronomical Society, 2022, 517 (3), pp.3312-3331. ⟨10.1093/mnras/stac2696⟩
Article dans une revue hal-05194835 v1

Revisiting stellar properties of star-forming galaxies with stellar and nebular spectral modelling

Leandro Cardoso , Jean Michel Gomes , Polychronis Papaderos , Ciro Pappalardo , Henrique Miranda et al.
Astronomy & Astrophysics - A&A, 2022, 667, pp.A11. ⟨10.1051/0004-6361/202243856⟩
Article dans une revue hal-05194839 v1

MOONS: The New Multi-Object Spectrograph for the VLT

Michele Cirasuolo , Alasdair Fairley , Phil Rees , Oscar A. Gonzalez , William Taylor et al.
Eso Messenger, 2020, 180, pp.10-17. ⟨10.18727/0722-6691/5195⟩
Article dans une revue hal-02955869 v1
Image document

The Mice at play in the CALIFA survey

Vivienne Wild , Fabian Rosales-Ortega , Jesus Falcón-Barroso , Rubén García-Benito , Anna Gallazzi et al.
Astronomy & Astrophysics - A&A, 2014, 567, pp.A132. ⟨10.1051/0004-6361/201321624⟩
Article dans une revue hal-02544286 v1

The evolution of the mass-metallicity relation in SDSS galaxies uncovered by astropaleontology

Natalia Vale Asari , Grazyna Stasinska , Roberto Cid Fernandes , Jean Michel Gomes , M. S. Schlickmann et al.
Monthly Notices of the Royal Astronomical Society, 2009, 396, pp.L71-L75. ⟨10.1111/j.1745-3933.2009.00664.x⟩
Article dans une revue hal-03785287 v1

Can retired galaxies mimic active galaxies? Clues from the Sloan Digital Sky Survey

Grazyna Stasinska , Natalia Vale Asari , Roberto Cid Fernandes , Jean Michel Gomes , M. S. Schlickmann et al.
Monthly Notices of the Royal Astronomical Society, 2008, 391, pp.L29-L33. ⟨10.1111/j.1745-3933.2008.00550.x⟩
Article dans une revue hal-03732340 v1

The history of star-forming galaxies in the Sloan Digital Sky Survey

Natalia V. Asari , Roberto Cid Fernandes , Grazyna Stasinska , J. P. Torres-Papaqui , Abílio Mateus et al.
Monthly Notices of the Royal Astronomical Society, 2007, 381, pp.263-279. ⟨10.1111/j.1365-2966.2007.12255.x⟩
Article dans une revue hal-03785137 v1
Image document

Semi-empirical analysis of Sloan Digital Sky Survey galaxies - II. The bimodality of the galaxy population revisited

Abílio Mateus , Laerte, Jr. Sodré , Roberto Cid Fernandes , Grazyna Stasinska , William Schoenell et al.
Monthly Notices of the Royal Astronomical Society, 2006, 370, pp.721-737. ⟨10.1111/j.1365-2966.2006.10565.x⟩
Article dans une revue hal-03730904 v1
Image document

Semi-empirical analysis of Sloan Digital Sky Survey galaxies - I. Spectral synthesis method

Roberto Cid Fernandes , Abílio Mateus , Laerte, Jr. Sodré , Grazyna Stasinska , Jean Michel Gomes
Monthly Notices of the Royal Astronomical Society, 2005, 358, pp.363-378. ⟨10.1111/j.1365-2966.2005.08752.x⟩
Article dans une revue hal-03742170 v1

Synthesis of composite stellar populations models

Jean Michel Gomes , Roberto Cid Fernandes , David Valls-Gabaud
Stellar Populations - Planning for the Next Decade, IAU Symposium 262, Aug 2009, Rio de Janeiro, Brazil, Brazil. pp.339-340, ⟨10.1017/S1743921310003133⟩
Communication dans un congrès hal-03744051 v1