====== DLCP-2021. Scientific program (CORR2) ====== {{ :dlcp21:close.png?200|}} **June 28-29, 2021** //ZOOM// //Moscow time (MSK)// /** Invited presentation - 45 min \\ Long presentation - 30 min \\ Short presentation - 15 min **/ ===== June, 28. Astroparticle and High Energy Physics ===== ^^ 10:00-10:15 ^ **A.Haungs** \\ Welcome words ^{{ :dlcp21:dlcp21haungs.pdf |}} || || 10:15-11:00 | **L.Kuzmichev**, SINP MSU \\ TAIGA: status, results and perspectives - shift to 14:45||| ^^ 11:00-11:30 ^ Coffee break ^ || || 11:30-12:00 | **P.Koundal**, IAP , KIT Karlsruhe \\ [[dlcp21:abstracts#Graph Neural Networks and application for Cosmic-Ray Analysis|Graph Neural Networks and application for Cosmic-Ray Analysis]]|{{ :dlcp21:dlcp21-koundal.pdf }} || || 12:00-12:15 | **E.Gres**, ISU, Irkutsk \\ A.Kryukov, SINP MSU \\ [[dlcp21:abstracts#The preliminary results on analysis of TAIGA-IACT images using Convolutional Neural Networks|The preliminary results on analysis of TAIGA-IACT images using Convolutional Neural Networks]]|{{ :dlcp21:dlcp2021-gres.pdf }} || || 12:15-12:30 | **M.Vasyutina**, Faculty of Physics, MSU \\ [[dlcp21:abstracts#Gamma/hadron separation for a ground based IACT (imaging atmospheric Cherenkov telescope) in experiment TAIGA using machine learning methods Random Forest|Gamma/hadron separation for a ground based IACT (imaging atmospheric Cherenkov telescope) in experiment TAIGA using machine learning methods Random Forest]]|{{ :dlcp21:dlcp21-vasyutina.pdf }} || || 12:30-12:45 | **S.Polyakov**, SINP MSU \\ [[dlcp21:abstracts#Performance of convolutional neural networks processing simulated IACT images in the TAIGA experiment|Performance of convolutional neural networks processing simulated IACT images in the TAIGA experiment]]|{{ :dlcp21:dlcp21-polyakov.pdf }} || ^^ 12:45-14:45 ^ Lunch^ [[dlcp21:pictures|"ZOOM Photo"]] || || 14:45-15:30 | **L.Kuzmichev**, SINP MSU \\ [[dlcp21/abstracts#taigastatus results and perspectives|TAIGA: status, results and perspectives]]|{{ :dlcp21:dlcp21-kuzmichev.pdf |}} || || 15:30-15:45 | **A.Zaborenko**, Faculty of Physics, MSU \\ [[dlcp21:abstracts#Application of deep learning technique to an analysis of hard scattering processes at colliders|Application of deep learning technique to an analysis of hard scattering processes at colliders]]|{{ :dlcp21:dlcp21-zaborenko-v2.pdf }} || || 15:45-16:00 | **A.Vlaskina**, Faculty of Physics, MSU \\ [[dlcp21:abstracts#Using convolutional neural network for analysis of HiSCORE events|Using convolutional neural network for analysis of HiSCORE events]]| {{ :dlcp21:dlcp2021-vlaskina-v2.pdf }} || ^^ 16:00-16:30 ^ Coffee break^ || || 16:30-16:45 | **V.Tokareva**, IAP KIT \\ [[dlcp21:abstracts#Using modern machine learning methods on KASCADE data for science and education|Using modern machine learning methods on KASCADE data for science and education]]|{{ :dlcp21:dlcp21-tokareva.pdf }} || || 16:45-17:00 | **P.Bezyazeekov**, API ISU \\ [[dlcp21:abstracts#Legacy of Tunka-Rex software and data|Legacy of Tunka-Rex software and data]]|{{ :dlcp21:dlcp21-bezyazeekov.pdf |}} || || 17:00-17:15 | **Ju.Dubenskaya**, SINP MSU \\ [[dlcp21:abstracts#Modeling images of proton events for the TAIGA project using a generative adversarial network: features of the network architecture and the learning process|Modeling images of proton events for the TAIGA project using a generative adversarial network: features of the network architecture and the learning process]]|{{ :dlcp21:dlcp2021-jdubenskaya.pdf }} || ===== June, 29. Applications and Methods ===== ||10:00-10:30| **M.Krinitsky**, Shirshov Institute of Oceanology, RAS \\ [[dlcp21:abstracts#Identifying_partial_differential_equations_of_land_surface_schemes_in_INM_climate_models_with_neural_networks|Identifying partial differential equations of land surface schemes in INM climate models with neural networks]]|{{ :dlcp21:dlcp21-krinitsky.pdf |}} || ||10:30-10:45| **A.Demichev**, SINP MSU \\ [[dlcp21:abstracts#Equivariant_Gaussian_Processes_as_Limiting_Convolutional Networks with Infinite Number of Channels|Equivariant Gaussian Processes as Limiting Convolutional Networks with Infinite Number of Channels]]|{{ :dlcp21:dlcp21-demichev.pdf |}}|| ||10:45-11:00| **I.Gadzhiev S.Dolenko**, SINP MSU \\ [[dlcp21:abstracts#A_convolutional_hierarchical_neural_network_classifier|A convolutional hierarchical neural network classifier]]|{{ :dlcp21:dlcp21-gadzhiev.pdf |}} || ^^11:00-11:40^ Coffee break^ || ||11:40-11:55| **A.O.Efitorov**, SINP MSU \\ [[dlcp21:abstracts#Use of conditional generative adversarial networks to improve representativity of data in optical spectroscopy|Use of conditional generative adversarial networks to improve representativity of data in optical spectroscopy]]|{{ :dlcp21:dlcp21-efitorov.pdf |}} || ||11:55-12:10| **I.Isaev**, SINP MSU \\ [[dlcp21:abstracts#Neural network solution of inverse problems of geological prospecting with discrete output|Neural network solution of inverse problems of geological prospecting with discrete output]]|{{ :dlcp21:dlcp21-isaev.pdf |}} || ||12:10-12:25|**A.Naumov R.Rybka**, National Research Centre “Kurchatov Institute” \\ [[dlcp21:abstracts#The Russian language corpus and a neural network to analyse Internet tweet reports about Covid-19|The Russian language corpus and a neural network to analyse Internet tweet reports about Covid-19]]|{{ :dlcp21:dlcp21-rybka.pdf |}} || ||12:25-12:40|**A.A. Selivanov**, NRC «Kurchatov Institute» \\ [[dlcp21:abstracts#EVALUATION OF MACHINE LEARNING METHODS FOR RELATION EXTRACTION BETWEEN DRUG ADVERSE EFFECTS AND MEDICATIONS IN RUSSIAN TEXTS OF INTERNET USER REVIEWS|EVALUATION OF MACHINE LEARNING METHODS FOR RELATION EXTRACTION BETWEEN DRUG ADVERSE EFFECTS AND MEDICATIONS IN RUSSIAN TEXTS OF INTERNET USER REVIEWS]]|{{ :dlcp21:dlcp21-selivanov.pdf |}} || ||12:40-12:55|**N.V.Abasov**, Melentiev Energy Systems Institute SB RAS \\ [[dlcp21:abstracts#The technology of long-term forecasting of water inflow into reservoirs using a multi-parameter neural network|The technology of long-term forecasting of water inflow into reservoirs using a multi-parameter neural network]]|{{ :dlcp21:dlcp21-abasov.pdf |}} || ^^12:55-14:45^ Lunch^[[dlcp21:pictures|"ZOOM Photo"]] || ||14:45-16:00|**Round table: Machine learning in Modern Physics** \\ Moderator: A.Kryukov, SINP MSU| || ^^16:00^**Close workshop**^ ||