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most citedSolving Inverse Stochastic Problems from Discrete Particle Observations Using the Fokker-Planck Equation and Physics-informed Neural Networks

11 citations · 26 across the 5 of their papers we have counts for

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physics.comp-ph2020★ 11 cited

Solving Inverse Stochastic Problems from Discrete Particle Observations Using the Fokker-Planck Equation and Physics-informed Neural Networks

Xiaoli Chen, Liu Yang, Jinqiao Duan +1

The Fokker-Planck (FP) equation governing the evolution of the probability density function (PDF) is applicable to many disciplines but it requires specification of the coefficient…