Leonid Gremyachikh
- Research Assistant, Postgraduate Student:Faculty of Computer Science / Laboratory of Methods for Big Data Analysis
- Leonid Gremyachikh has been at HSE University since 2018.
Education
- 2018
Master's
HSE University - 2015
Degree in Design and Technology of Radioelectronic Devices
Moscow Aviation Institute
Young Faculty Support Program (Group of Young Academic Professionals)
Category "New Researchers" (2020-2021)
Postgraduate Studies
3rd year of study
Approved topic of thesis: Using reinforcement learning methods to increase the effectiveness of digital twins
Academic Supervisor: Ustyuzhanin, Andrey
Courses (2020/2021)
Introduction to Data Analysis (Bachelor’s programme; Faculty of World Economy and International Affairs; 1 year, 4 module)Rus
Publications4
- Preprint Gremyachikh L., Ustyuzhanin A., Станкевич А., Нечепуренко И., Васюков А., Шевченко А. Learning velocity model for complex media with deep convolutional neural networks / arxiv. Series 2110.08626 "Machine Learning". 2021. doi
- Article Arzymatov K., Hushchyn M., Sapronov A., Belavin V., Gremyachikh L., Karpov M., Ustyuzhanin A. Online detection of failures generated by storage simulator // Journal of Physics: Conference Series. 2021. Vol. 1740. Article 012052. doi
- Article Arzymatov K., Сапронов А. А., Belavin V., Gremyachikh L., Karpov M., Ustyuzhanin A., Tchoub I., Ikoev A. SANgo: a storage infrastructure simulator with reinforcement learning support // PeerJ Computer Science. 2020. P. 1-16. doi
- Article Gremyachikh L., Dubov D., Kazeev N., Kulibaba A., Skuratov A., Tereshkin A., Ustyuzhanin A., Shiryaeva L., Shishkin S. Space Navigator: a Tool for the Optimization of Collision Avoidance Maneuvers // Advances in the Astronautical Sciences. 2020. Vol. 170. P. 305-319.