Generative Adversarial Networks for the fast simulation of the Time Projection Chamber responses at the MPD detector

no code implementations • 30 Mar 2022 • A. Maevskiy, F. Ratnikov, A. Zinchenko, V. Riabov, A. Sukhorosov, D. Evdokimov

The detailed detector simulation models are vital for the successful operation of modern high-energy physics experiments.

Unperturbed inverse kinematics nucleon knockout measurements with a 48 GeV/c carbon beam

no code implementations • 4 Feb 2021 • M. Patsyuk, J. Kahlbow, G. Laskaris, M. Duer, V. Lenivenko, E. P. Segarra, T. Atovullaev, G. Johansson, T. Aumann, A. Corsi, O. Hen, M. Kapishin, V. Panin, E. Piasetzky, Kh. Abraamyan, S. Afanasiev, G. Agakishiev, P. Alekseev, E. Atkin, T. Aushev, V. Babkin, V. Balandin, D. Baranov, N. Barbashina, P. Batyuk, S. Bazylev, A. Beck, C. A. Bertulani, D. Blaschke, D. Blau, D. Bogoslovsky, A. Bolozdynya, K. Boretzky, V. Burtsev, M. Buryakov, S. Buzin, A. Chebotov, J. Chen, A. Ciszewski, R. Cruz-Torres, B. Dabrowska, D. Dabrowski A. Dmitriev, A. Dryablov, P. Dulov, D. Egorov, A. Fediunin, I. Filippov, K. Filippov, D. Finogeev, I. Gabdrakhmanov, A. Galavanov, I. Gasparic, O. Gavrischuk, K. Gertsenberger, A. Gillibert, V. Golovatyuk, M. Golubeva, F. Guber, Yu. Ivanova, A. Ivashkin, A. Izvestnyy, S. Kakurin, V. Karjavin, N. Karpushkin, R. Kattabekov, V. Kekelidze, S. Khabarov, Yu. Kiryushin, A. Kisiel, V. Kolesnikov, A. Kolozhvari, Yu. Kopylov, I. Korover, L. Kovachev, A. Kovalenko, Yu. Kovalev, A. Kugler, S. Kuklin, E. Kulish, A. Kuznetsov, E. Ladygin, N. Lashmanov, E. Litvinenko, S. Lobastov, B. Loher, Y. -G. Ma, A. Makankin, A. Maksymchyuk, A. Malakhov, I. Mardor, S. Merts, A. Morozov, S. Morozov, G. Musulmanbekov, R. Nagdasev, D. Nikitin, V. Palchik, D. Peresunko, M. Peryt, O. Petukhov, Yu. Petukhov, S. Piyadin, V. Plotnikov, G. Pokatashkin, Yu. Potrebenikov, O. Rogachevsky, V. Rogov, K. Roslon, D. Rossi, I. Rufanov, P. Rukoyatkin, M. Rumyantsev, D. Sakulin, V. Samsonov, H. Scheit, A. Schmidt, S. Sedykh, I. Selyuzhenkov, P. Senger, S. Sergeev, A. Shchipunov, A. Sheremeteva, M. Shitenkov, V. Shumikhin, A. Shutov, V. Shutov, H. Simon, I. Slepnev, V. Slepnev, I. Slepov, A. Sorin, V. Sosnovtsev, V. Spaskov, T. Starecki, A. Stavinskiy, E. Streletskaya, O. Streltsova, M. Strikhanov, N. Sukhov, D. Suvarieva, J. Tanaka, A. Taranenko, N. Tarasov, O. Tarasov, V. Tarasov, A. Terletsky, O. Teryaev, V. Tcholakov, V. Tikhomirov, A. Timoshenko, N. Topilin, B. Topko, H. Tornqvist, I. Tyapkin, V. Vasendina, A. Vishnevsky, N. Voytishin, V. Wagner, O. Warmusz, I. Yaron, V. Yurevich, N. Zamiatin, Song Zhang, E. Zherebtsova, V. Zhezher, N. Zhigareva, A. Zinchenko, E. Zubarev, M. Zuev

Measuring the microscopic structure of such systems is a formidable challenge, often met by particle knockout scattering experiments.

Nuclear Experiment Nuclear Theory

Simulating the Time Projection Chamber responses at the MPD detector using Generative Adversarial Networks

no code implementations • 8 Dec 2020 • A. Maevskiy, F. Ratnikov, A. Zinchenko, V. Riabov

High energy physics experiments rely heavily on the detailed detector simulation models in many tasks.

Generative Adversarial Network