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ORCIDLevon Nurbekyan
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2020 – today
- 2024
[j8]Elisa Negrini
, Levon Nurbekyan:
Applications of No-Collision Transportation Maps in Manifold Learning. SIAM J. Math. Data Sci. 6(1): 97-126 (2024)- [i11]Levon Nurbekyan, Siting Liu, Yat Tin Chow:
Monotone inclusion methods for a class of second-order non-potential mean-field games. CoRR abs/2403.20290 (2024) - 2023
- [j7]Yunan Yang, Levon Nurbekyan, Elisa Negrini, Robert Martin, Mirjeta Pasha:
Optimal Transport for Parameter Identification of Chaotic Dynamics via Invariant Measures. SIAM J. Appl. Dyn. Syst. 22(1): 269-310 (2023) - [j6]Levon Nurbekyan, Wanzhou Lei, Yunan Yang:
Efficient Natural Gradient Descent Methods for Large-Scale PDE-Based Optimization Problems. SIAM J. Sci. Comput. 45(4) (2023) - [j5]Derek Onken, Levon Nurbekyan, Xingjian Li, Samy Wu Fung, Stanley J. Osher, Lars Ruthotto:
A Neural Network Approach for High-Dimensional Optimal Control Applied to Multiagent Path Finding. IEEE Trans. Control. Syst. Technol. 31(1): 235-251 (2023) - [i10]Elisa Negrini, Levon Nurbekyan:
Applications of No-Collision Transportation Maps in Manifold Learning. CoRR abs/2304.00199 (2023) - [i9]Hailiang Liu, Levon Nurbekyan, Xuping Tian, Yunan Yang:
Adaptive Preconditioned Gradient Descent with Energy. CoRR abs/2310.06733 (2023) - [i8]Levon Nurbekyan:
A note on the convergence of the monotone inclusion version of the primal-dual hybrid gradient algorithm. CoRR abs/2311.03689 (2023) - 2022
- [j4]Sudhanshu Agrawal, Wonjun Lee, Samy Wu Fung, Levon Nurbekyan:
Random features for high-dimensional nonlocal mean-field games. J. Comput. Phys. 459: 111136 (2022) - [i7]Levon Nurbekyan, Wanzhou Lei, Yunan Yang:
Efficient Natural Gradient Descent Methods for Large-Scale Optimization Problems. CoRR abs/2202.06236 (2022) - [i6]Sudhanshu Agrawal, Wonjun Lee, Samy Wu Fung, Levon Nurbekyan:
Random Features for High-Dimensional Nonlocal Mean-Field Games. CoRR abs/2202.12529 (2022) - [i5]Yat Tin Chow, Samy Wu Fung, Siting Liu, Levon Nurbekyan, Stanley J. Osher:
A numerical algorithm for inverse problem from partial boundary measurement arising from mean field game problem. CoRR abs/2204.04851 (2022) - [i4]Alexander Vidal, Samy Wu Fung, Luis Tenorio, Stanley J. Osher, Levon Nurbekyan:
Taming Hyperparameter Tuning in Continuous Normalizing Flows Using the JKO Scheme. CoRR abs/2211.16757 (2022) - 2021
- [j3]Siting Liu, Matthew Jacobs, Wuchen Li, Levon Nurbekyan, Stanley J. Osher:
Computational Methods for First-Order Nonlocal Mean Field Games with Applications. SIAM J. Numer. Anal. 59(5): 2639-2668 (2021) - [c5]Derek Onken, Levon Nurbekyan, Xingjian Li, Samy Wu Fung, Stanley J. Osher, Lars Ruthotto:
A Neural Network Approach Applied to Multi-Agent Optimal Control. ECC 2021: 1036-1041 - 2020
- [j2]Levon Nurbekyan, Alexander Iannantuono, Adam M. Oberman:
No-Collision Transportation Maps. J. Sci. Comput. 82(2): 45 (2020) - [c4]Chris Finlay, Jörn-Henrik Jacobsen, Levon Nurbekyan, Adam M. Oberman:
How to Train Your Neural ODE: the World of Jacobian and Kinetic Regularization. ICML 2020: 3154-3164 - [i3]Chris Finlay, Jörn-Henrik Jacobsen, Levon Nurbekyan, Adam M. Oberman:
How to train your neural ODE. CoRR abs/2002.02798 (2020) - [i2]Alex Tong Lin, Samy Wu Fung, Wuchen Li, Levon Nurbekyan, Stanley J. Osher:
APAC-Net: Alternating the Population and Agent Control via Two Neural Networks to Solve High-Dimensional Stochastic Mean Field Games. CoRR abs/2002.10113 (2020)
2010 – 2019
- 2019
- [i1]Lars Ruthotto, Stanley J. Osher, Wuchen Li, Levon Nurbekyan, Samy Wu Fung:
A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems. CoRR abs/1912.01825 (2019) - 2018
- [j1]Diogo A. Gomes, Levon Nurbekyan, Mariana Oliveira Prazeres:
One-Dimensional Stationary Mean-Field Games with Local Coupling. Dyn. Games Appl. 8(2): 315-351 (2018) - 2017
- [c3]David Evangelista, Diogo A. Gomes, Levon Nurbekyan:
Radially symmetric mean-field games with congestion. CDC 2017: 3158-3163 - 2016
- [c2]Diogo A. Gomes, Laurent Lafleche, Levon Nurbekyan:
A mean-field game economic growth model. ACC 2016: 4693-4698 - [c1]Diogo A. Gomes, Levon Nurbekyan, Mariana Oliveira Prazeres:
Explicit solutions of one-dimensional, first-order, stationary mean-field games with congestion. CDC 2016: 4534-4539
Coauthor Index
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