Matcheva, Katia
- Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional Analysis and Symbolic Regression
2021/12/22 by Matchev, Konstantin T., Matcheva, Katia, Roman, Alexander · 3 citations
#Data Analysis #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #Symbolic Computation (cs.SC)
- Exploring the Truth and Beauty of Theory Landscapes with Machine Learning
2024/01/21 by Matchev, Konstantin T., Matcheva, Katia, Ramond, Pierre +1 · 2 citations
#FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG)
- Quantum Diffusion Model for Quark and Gluon Jet Generation
2024/12/30 by Baidachna, Mariia, Guadarrama, Rey, Dahale, Gopal Ramesh +6 · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Lie-Equivariant Quantum Graph Neural Networks
2024/11/22 by Neto, Jogi Suda, Forestano, Roy T., Gleyzer, Sergei +3 · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Quantum Physics (quant-ph)