The use of new methods for processing data of a physical experiment. Application of machine learning methods on the NICA complex.

from Monday, August 28, 2023 (7:00 AM) to Tuesday, August 29, 2023 (7:30 PM)
St. Petersburg, Nevsky 1 (Ether)

        : Sessions
    /     : Talks
        : Breaks
Aug 28, 2023
Aug 29, 2023
AM
10:00 AM Открытие - Alexey Aparin (JINR) Dr Grigori Feofilov (St Petersburg State University (RU))  
10:10 AM Generative models for particle physics: hype, profits, and pitfalls. - Fedor Ratnikov (Yandex School of Data Analysis (RU))  
10:40 AM Использование методов машинного обучения для поиска оптимальных конфигураций детектирующих систем - Evgenii Kurbatov (Yandex School of Data Analysis (RU))  
11:10 AM Способы обработки нерегулярностей в симуляционных данных на коллайдерных экспериментах - Alexey Boldyrev (NRU Higher School of Economics (Moscow, Russia))  
11:40 AM Методы обработки данных в экспериментах физики высоких энергий. История, проблемы и перспективы - Prof. Геннадий Алексеевич Ососков (Объединенный институт ядерных исследований)  
10:00 AM What Machine Learning Can Do for a Focusing Aerogel Detectors - Foma Shipilov (HSE University (RU))  
10:30 AM Triplet Siamese Network for Event Unraveling in the SPD Experiment - Maksim Borisov (Dubna State University)  
11:00 AM Fast simulation for forward hadronic calorimeters - Andrey Seryakov (St Petersburg State University (RU))  
11:30 AM Neural Generative Modeling of the Time Projection Chamber responses at the MPD detector - Sergei Mokhnenko (National Research University Higher School of Economics (RU))  
PM
12:10 PM --- Перерыв на чай - прогулкой по Невскому ---
1:00 PM ML Modelling of QGP - Dr Vladimir Kovalenko (St Petersburg State University (RU))  
1:30 PM Using the experience of administering the Russian segment of ALICE WLCG to develop NICA data processing system - Andrey Zarochentsev (St Petersburg State University (RU))  
2:00 PM --- ОБЕД (С прогулкой по Невскому) ---
3:00 PM Centrality estimation in nucleus-nucleus collisions by machine learning algorithms - Evgeny Andronov (St Petersburg State University (RU))  
3:30 PM Gradient Boosted Decision Tree for Particle Identification in the MPD - Vladimir Papoyan (JINR)  
4:00 PM Общая дискуссия  
12:00 PM --- Перерыв на чай - прогулкой по Невскому ---
1:00 PM Operation of the ALICE Hyperloop analysis train system - Dr Vladimir Kovalenko (Saint Petersburg State University (on behalf of the ALICE Collaboration))  
1:30 PM Application of neural networks in rapid estimation of the impact parameter of high-energy collisions from data obtained from microchannel plates detector. - Kirill Galaktionov (Saint Petersburg State University)  
2:00 PM --- ОБЕД (С прогулкой по Невскому) ---
3:00 PM Neutron reconstruction in the highly granular time-of-flight neutron detector at the BM@N experiment. - Vladimir Bocharnikov (HSE University)  
3:30 PM Рефрижератор растворения - криогенная платформа для охлаждения компонентов квантового компьютера до сверхнизких температур (<50мК). - Anton Dolzhikov  
4:00 PM Общая дискуссия  
4:45 PM Завершение - Alexey Aparin (JINR) Dr Grigori Feofilov (St Petersburg State University (RU))