Matchev, Konstantin T.

1. Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional Analysis and Symbolic Regression
   2021/12/22 by K. Matchev, Matchev, Konstantin T., Katia Matcheva +3 · 3 citations
   Physics and Astronomy · #Astronomy and Astrophysical Research #Data Analysis #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Scientific Research and Discoveries #Statistics and Probability (physics.data-an) #Stellar, planetary, and galactic studies #Symbolic Computation (cs.SC)
2. Kinematic Variables and Feature Engineering for Particle Phenomenology
   2022/06/27 by Franceschini, Roberto, Kim, Doojin, Kong, Kyoungchul +3 · 2 citations
   #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)
3. New Machine Learning Techniques for Simulation-Based Inference: InferoStatic Nets, Kernel Score Estimation, and Kernel Likelihood Ratio Estimation
   2022/10/04 by Kyoungchul Kong, Kong, Kyoungchul, K. Matchev +5 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Physical sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
4. 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)
5. The Electroweak Sphaleron Revisited: I. Static Solutions, Energy Barrier, and Unstable Modes
   2025/05/08 by Konstantin T. Matchev, Matchev, Konstantin T., Sarunas Verner +1 · 1 citation
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Neutrino Physics Research #Particle physics theoretical and experimental studies
6. 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)
7. 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)