People

Research Fellow

Artem Maevskiy

Title

Research Fellow

Degree

PhD in Particle Physics, Lomonosov Moscow State University

Research Interests

ML-assisted physics simulation; ML for material design

Research Group

Prof Konstantin Novoselov

Office Location

S9-08-01-07

Selected Publications

  • A. Maevskiy, F. Ratnikov, A. Zinchenko & V. Riabov
    Simulating the time projection chamber responses at the MPD detector using generative adversarial networks
    Eur. Phys. J. C, 81 (7), 599, 2021, ISSN: 1434-6052
  • Artem Maevskiy, Denis Derkach, Nikita Kazeev, Andrey Ustyuzhanin, Maksim Artemev, and Lucio Anderlini
    Data Driven Simulation of Cherenkov Detectors using Generative Adversarial Network
    Workshop on Machine Learning and the Physical Sciences (NeurIPS 2019), Vancouver, Canada
  • A. S. Boldyrev, K. A. Vorobev, K. I. Zhukov, S. P. Konovalov, A. S. Maevsky, A. S. Romaniouk, S. Yu. Smirnov, P. E. Teterin, V. O. Tikhomirov & K. A. Filippov
    Computer Simulation of a Transition-Radiation Detector Prototype Based on Straw Proportional Chambers
    Instrum Exp Tech, 61 (5), 658–664,2018, ISSN: 1608-3180
  • The ATLAS collaboration
    Measurement of the CP-violating phase ϕ_s and the B_s^0 meson decay width difference with B_s^0→J/ψ ϕ decays in ATLAS
    J. High Energ. Phys., 2016 (8), 147, 2016, ISSN: 1029-8479
  • A. S. Boldyrev, A. S. Maevskiy
    Simulation of the transition radiation detection conditions in the ATLAS TRT detector filled with argon and krypton gas mixtures
    Phys. Atom. Nuclei, 78 (13), 1552‐1555, 2015, ISSN: 1562-692X