Miguel Romão
Researcher ( LIP Minho )
Groups
Exploring parameter spaces with artificial intelligence and machine learning black-box optimization algorithms
- Autor(es): Fernando Abreu de Souza, Miguel Crispim Romão, Nuno Castro, Mehraveh Nikjoo, Werner Porod
-
Submission: 2022-07-04 Acceptance: 2023-01-10 Publication: 2023-02-06
-
Reference: Phys. Rev. D 107, 035004
Fitting a Collider in a Quantum Computer: Tackling the Challenges of Quantum Machine Learning for Big Datasets
- Autor(es): Miguel Caçador Peixoto, Nuno Filipe Castro, Miguel Crispim Romão, Maria Gabriela Jordão Oliveira, Inês Ochoa
-
Submission: 2022-11-06 Acceptance: 2022-11-06 Publication: 2022-11-06
-
Reference: arXiv:2211.03233
Deep Learning for the Classification of Quenched Jets
- Autor(es): L. Apolinário, N. F. Castro, M. Crispim Romão, J. G. Milhano, R. Pedro, F. C. R. Peres
-
Submission: 2021-06-18 Acceptance: 2021-11-16 Publication: 2021-11-29
-
Reference: JHEP11 (2021) 219
Use of a Generalized Energy Mover's Distance in the Search for Rare Phenomena at Colliders
- Autor(es): M. Crispim Romao, N.F. Castro , J.G. Milhano, R. Pedro, T. Vale
-
Submission: 2020-04-20 Acceptance: 2021-01-18 Publication: 2021-02-26
-
Reference: Eur. Phys. J. C 81, 192 (2021)
Deep Learning Versatility in New Physics Searches
- Autor(es): Miguel Romão
-
Submission: Acceptance: Publication: 2021-02-02
-
Reference: PoS (ICHEP2020) 233
Finding new physics without learning about it: anomaly detection as a tool for searches at colliders
- Autor(es): M. Crispim Romao, N. F. Castro, R. Pedro
-
Submission: 2020-06-23 Acceptance: 2020-12-24 Publication: 2021-01-15
-
Reference: EPJC 81 (2021) 27
Transferability of Deep Learning Models in Searches for New Physics at Colliders
- Autor(es): M. Crispim Romao, N. F. Castro, R. Pedro, T. Vale
-
Submission: 2019-12-14 Acceptance: 2020-02-10 Publication: 2020-02-28
-
Reference: Phys. Rev. D 101 (2020) 035042
Catarina Quintans, Lisboa
Investigadora
Celso Franco, Lisboa
Investigador
Christophe Pires, Lisboa
Técnico
Gonçalo Terça, External
Técnico
Luís Silva, Lisboa
Investigador
Marcin Stolarski, Lisboa
Investigador
Paula Bordalo, Lisboa
Investigadora
Sérgio Ramos, Lisboa
Investigador
Sofia Nunes, Lisboa
Estudante de Doutoramento