- Published over 50 research papers in international journals on topics such as Computability Theory, Machine Learning, Fuzzy Measures, and Computational Algebra
- Selected papers include:
- A report on teaching a series of online lectures on quantum computing from CERN
- Higgs analysis with quantum classifiers
- Dual-Parameterized Quantum Circuit GAN Model in High Energy Physics
- Quantum Generative Adversarial Networks in a Continuous-Variable Architecture to Simulate High Energy Physics Detectors
- Quantum abstract detecting systems
- Minimals Plus: An improved algorithm for the random generation of linear extensions of partially ordered sets
- Adjacency on the order polytope with applications to the theory of fuzzy measures
- Classification of semifields of order 64
- Introducing a family of linear measures for feature selection in text categorization
- Automorphism Groups of Computably Enumerable Predicates
Research Experience
- Since 2009, Associate Professor at the Computer Science Department of the University of Oviedo
- Cooperation Associate at CERN openlab from July 2020 to January 2021
- Currently, Spain representative in the Advisory Board of CERN Quantum Technology Initiative and a member of the Advisory Board of SheQuantum
Education
- Degree in Mathematics (1997), University of Oviedo (Spain), awarded for second highest grades in the country
- Degree in Computer Science (2002), University of Oviedo (Spain), awarded for highest grades in the country
- Ph.D. in Mathematics (2001), University of Oviedo, supervised by Prof. Andrey Morozov and Prof. Consuelo Martínez
Background
- Research Interests: Computability Theory, Machine Learning, Fuzzy Measures, and Computational Algebra
- Professional Field: Application of Quantum Computing to algebraic, optimization, and machine learning problems
- Bio: Elías F. Combarro is an Associate Professor at the Computer Science Department of the University of Oviedo, Spain, and a representative for Spain in the Advisory Board of CERN Quantum Technology Initiative and a member of the Advisory Board of SheQuantum.