M. Perfilov

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Separation of Left-Handed and Anomalous Right-Handed Vector Operators Contributions into the Wtb Vertex for Single and Double Resonant Top Quark Production Processes Using a Neural Network2025
• Applying Normalizing Flows for Spin Correlations Reconstruction in Associated Top-Quark Pair and Dark Matter Production2025
• Application of Kolmogorov–Arnold Networks in High Energy Physics2024 · аннотациясвернуть

  Abstract Kolmogorov–Arnold Networks represent a recent advancement in machine learning, with the potential to outperform traditional perceptron-based neural networks across various domains as well as provide more…

• Usage of Neural Networks for Separating Anomalous Left and Right Vector Wtb Couplings in the Processes of tWb Associated Sngle Top Quark Production2024
• Application of Kolmogorov-Arnold Networks in high energy physics2024
• Search for dark matter mediator in the production of three and four top quarks2024
• Angular correlations in associated top-quark and dark matter production at Large Hadron Collider2024
• Observation of a new boson at a mass of 125 GeV with the CMS experiment at the LHC2012 · аннотациясвернуть

  Results are presented from searches for the standard model Higgs boson in proton-proton collisions at s=7 and 8 TeV in the Compact Muon Solenoid experiment at the LHC, using data samples corresponding to integrated…