MMCP2024

Session

Machine learning and big data analytics

21 Oct 2024, 14:00

S2 (Yerevan State University)

39. From Black Holes to Data Pipelines: A Physicist's Journey to Tech Innovation

Armen Saghatelian (TenWeb, Inc.)

21/10/2024, 14:00

38. Basic tasks of artificial intelligence in multidisciplinary research

Evgenia Cheremisina (Dubna State University)

21/10/2024, 14:15

44. Development and Visualization of Cellular Automata Models for Predicting Heterogeneous Traffic Flows

Marina Trapeznikova (Keldysh Institute of Applied Mathematics RAS)

21/10/2024, 14:30

45. Speaker Tagging Correction With Non-Autoregressive Language Models

Davit Karamyan (Yerevan State University)

21/10/2024, 14:45

42. A deep learning model for automated quantification of DNA repair foci in somatic mammalian cells

Sara Shadmehri (MLIT)

21/10/2024, 15:00

46. Computer algorithms for synthetic images modelling based on diffusion models

Anastasiia Tiutiunnik (RUDN University)

21/10/2024, 16:00

47. Technology for selecting deep learning models based on actualized user experience using the Auto-ML approach

Artem Smetanin (ITMO University)

21/10/2024, 16:15

43. Application of modern consolidation methods for processing complex medical data

Nadezhda Shchegoleva (St Petersburg University)

21/10/2024, 16:30

109. Machine Learning for Cyclotron Magnetic Field Isochronization

Ivan Lyapin (DLNP)

21/10/2024, 16:45

48. An Investigation of Two-Level Data Processing for Packet Transmission Time Analysis Using Machine Learning Methods.

Jasur Kiyamov (St. Petersburg University)

21/10/2024, 17:00

104. Specifics of AI Generative Models When Used for Particle Physics

Fedor Ratnikov (HSE University)

24/10/2024, 14:00

105. Optimisation of the Accelerator Control by Reinforcement Learning: A Simulation-based Approach

Anwar Ibrahim

24/10/2024, 14:15

106. Machine Learning for Particle Identification at MPD

Vladimir Papoyan (JINR & AANL)

24/10/2024, 14:30

107. Deep learning methods in high luminosity track reconstruction scenario: applying TrackNET to TrackML challenge

Daniil Rusov (Joint Institute for Nuclear Research)

24/10/2024, 14:45

128. Track Reconstruction Transformer (TRT): A Scalable Deep Learning Approach for Particle Tracking in High-Energy Physics

Anastasiia Nikolskaia

24/10/2024, 15:00

138. Neural networks in the Baikal-GVD experiment: selection of neutrino events and neutrino energy reconstruction

Albert Matseiko (MIPT, INR RAS)

24/10/2024, 15:15

41. Evaluation of Different Few-Shot Learning Methods for Plant Disease Classification

Alexander Uzhinskiy (MLIT)