Levon Nurbekyan - Publications, H-index & Citations

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Levon Nurbekyan

emory university

15H-index

69Paper Count

821Citation Count

Published Papers 7

Publication Date

A Primal-Dual Price-Optimization Method for Computing Equilibrium Prices in Mean-Field Games Models (nov,10.1007/s13235-025-00688-6,2025)

Dynamic Games and Applications

IF1.6

2026-01-01

PREAI

Wang, Xu; Fung, Samy Wu; Nurbekyan, Levon

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EFFICIENT NATURAL GRADIENT DESCENT METHODS FOR LARGE-SCALE PDE-BASED OPTIMIZATION PROBLEMS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2023-07-10

OAAI

Nurbekyan, Levon; Lei, Wanzhou; Yang, Yunan

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Taming hyperparameter tuning in continuous normalizing flows using the JKO scheme

SCIENTIFIC REPORTS

IF3.9

2023-03-18

OAAI

Vidal, Alexander; Fung, Samy Wu; Tenorio, Luis; Osher, Stanley; Nurbekyan, Levon

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A Neural Network Approach for High-Dimensional Optimal Control Applied to Multiagent Path Finding

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

IF3.9

2023-01-01

OAAI

Onken, Derek; Nurbekyan, Levon; Li, Xingjian; Fung, Samy Wu; Osher, Stanley; Ruthotto, Lars

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Random features for high-dimensional nonlocal mean-field games

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2022-06-01

OAAI

Agrawal, Sudhanshu; Lee, Wonjun; Fung, Samy Wu; Nurbekyan, Levon

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Alternating the population and control neural networks to solve high-dimensional stochastic mean-field games

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2021-07-30

OAAI

Lin, Alex Tong; Fung, Samy Wu; Li, Wuchen; Nurbekyan, Levon; Osher, Stanley J.

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A machine learning framework for solving high-dimensional mean field game and mean field control problems

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2020-04-09

123

OAAI

Ruthotto, Lars; Osher, Stanley J.; Li, Wuchen; Nurbekyan, Levon; Fung, Samy Wu

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Research Directions