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20132026
most citedA Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems

212 citations · 454 across the 29 of their papers we have counts for

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Showing math.DSShow all

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math.DS2021★ 7 cited

Optimal Transport for Parameter Identification of Chaotic Dynamics via Invariant Measures

Yunan Yang, Levon Nurbekyan, Elisa Negrini +2

We study an optimal transportation approach for recovering parameters in dynamical systems with a single smoothly varying attractor. We assume that the data is not sufficient for e…

math.DS2015

An infinite-dimensional Weak KAM theory via random variables

Diogo Gomes, Levon Nurbekyan

We develop several aspects of the infinite-dimensional Weak KAM theory using a random variables' approach. We prove that the infinite-dimensional cell problem admits a viscosity so…