Levon Robert Nurbekyan
AuthID: R-004-VAX
1
TITLE: Applications of No-Collision Transportation Maps in Manifold Learning
AUTHORS: Elisa Negrini; Levon Nurbekyan;
PUBLISHED: 2024, SOURCE: SIAM Journal on Mathematics of Data Science, VOLUME: 6, ISSUE: 1
AUTHORS: Elisa Negrini; Levon Nurbekyan;
PUBLISHED: 2024, SOURCE: SIAM Journal on Mathematics of Data Science, VOLUME: 6, ISSUE: 1
2
TITLE: A Neural Network Approach for High-Dimensional Optimal Control Applied to Multiagent Path Finding
AUTHORS: Derek Onken; Levon Nurbekyan; Xingjian Li; Samy Wu Fung; Stanley Osher; Lars Ruthotto;
PUBLISHED: 2023, SOURCE: IEEE Transactions on Control Systems Technology, VOLUME: 31, ISSUE: 1
AUTHORS: Derek Onken; Levon Nurbekyan; Xingjian Li; Samy Wu Fung; Stanley Osher; Lars Ruthotto;
PUBLISHED: 2023, SOURCE: IEEE Transactions on Control Systems Technology, VOLUME: 31, ISSUE: 1
3
TITLE: Optimal Transport for Parameter Identification of Chaotic Dynamics via Invariant Measures
AUTHORS: Yunan Yang; Levon Nurbekyan; Elisa Negrini; Robert Martin; Mirjeta Pasha;
PUBLISHED: 2023, SOURCE: SIAM Journal on Applied Dynamical Systems, VOLUME: 22, ISSUE: 1
AUTHORS: Yunan Yang; Levon Nurbekyan; Elisa Negrini; Robert Martin; Mirjeta Pasha;
PUBLISHED: 2023, SOURCE: SIAM Journal on Applied Dynamical Systems, VOLUME: 22, ISSUE: 1
4
TITLE: Efficient Natural Gradient Descent Methods for Large-Scale PDE-Based Optimization Problems
AUTHORS: Levon Nurbekyan; Wanzhou Lei; Yunan Yang;
PUBLISHED: 2023, SOURCE: SIAM Journal on Scientific Computing, VOLUME: 45, ISSUE: 4
AUTHORS: Levon Nurbekyan; Wanzhou Lei; Yunan Yang;
PUBLISHED: 2023, SOURCE: SIAM Journal on Scientific Computing, VOLUME: 45, ISSUE: 4
5
TITLE: Taming hyperparameter tuning in continuous normalizing flows using the JKO scheme
AUTHORS: Alexander Vidal; Samy Wu Fung; Luis Tenorio; Stanley Osher; Levon Nurbekyan;
PUBLISHED: 2023, SOURCE: Scientific Reports, VOLUME: 13, ISSUE: 1
AUTHORS: Alexander Vidal; Samy Wu Fung; Luis Tenorio; Stanley Osher; Levon Nurbekyan;
PUBLISHED: 2023, SOURCE: Scientific Reports, VOLUME: 13, ISSUE: 1
6
TITLE: A numerical algorithm for inverse problem from partial boundary measurement arising from mean field game problem
AUTHORS: Yat Tin Chow; Samy Wu Fung; Siting Liu; Levon Nurbekyan; Stanley Osher;
PUBLISHED: 2022, SOURCE: Inverse Problems, VOLUME: 39, ISSUE: 1
AUTHORS: Yat Tin Chow; Samy Wu Fung; Siting Liu; Levon Nurbekyan; Stanley Osher;
PUBLISHED: 2022, SOURCE: Inverse Problems, VOLUME: 39, ISSUE: 1
7
TITLE: Random features for high-dimensional nonlocal mean-field games
AUTHORS: Sudhanshu Agrawal; Wonjun Lee; Samy Wu Fung; Levon Nurbekyan;
PUBLISHED: 2022, SOURCE: Journal of Computational Physics, VOLUME: 459
AUTHORS: Sudhanshu Agrawal; Wonjun Lee; Samy Wu Fung; Levon Nurbekyan;
PUBLISHED: 2022, SOURCE: Journal of Computational Physics, VOLUME: 459
8
TITLE: Alternating the population and control neural networks to solve high-dimensional stochastic mean-field games
AUTHORS: Alex Tong Lin; Samy Wu Fung; Wuchen Li; Levon Nurbekyan; Stanley J Osher;
PUBLISHED: 2021, SOURCE: Proceedings of the National Academy of Sciences, VOLUME: 118, ISSUE: 31
AUTHORS: Alex Tong Lin; Samy Wu Fung; Wuchen Li; Levon Nurbekyan; Stanley J Osher;
PUBLISHED: 2021, SOURCE: Proceedings of the National Academy of Sciences, VOLUME: 118, ISSUE: 31
9
TITLE: Computational Methods for First-Order Nonlocal Mean Field Games with Applications
AUTHORS: Siting Liu; Matthew Jacobs; Wuchen Li; Levon Nurbekyan; Stanley J Osher;
PUBLISHED: 2021, SOURCE: SIAM Journal on Numerical Analysis, VOLUME: 59, ISSUE: 5
AUTHORS: Siting Liu; Matthew Jacobs; Wuchen Li; Levon Nurbekyan; Stanley J Osher;
PUBLISHED: 2021, SOURCE: SIAM Journal on Numerical Analysis, VOLUME: 59, ISSUE: 5
10
TITLE: A Neural Network Approach Applied to Multi-Agent Optimal Control
AUTHORS: Derek Onken; Levon Nurbekyan; Xingjian Li; Samy Wu Fung; Stanley Osher; Lars Ruthotto;
PUBLISHED: 2021, SOURCE: 2021 European Control Conference (ECC)
AUTHORS: Derek Onken; Levon Nurbekyan; Xingjian Li; Samy Wu Fung; Stanley Osher; Lars Ruthotto;
PUBLISHED: 2021, SOURCE: 2021 European Control Conference (ECC)
