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20162026
most citedA proof that deep artificial neural networks overcome the curse of dimensionality in the numerical approximation of Kolmogorov partial differential equations with constant diffusion and nonlinear drift coefficients

48 citations · 151 across the 14 of their papers we have counts for

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Showing 2019 · math.PRShow all

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math.PR2019★ 1 cited

Existence, uniqueness, and numerical approximations for stochastic Burgers equations

Sara Mazzonetto, Diyora Salimova

In this paper we propose an all-in-one statement which includes existence, uniqueness, regularity, and numerical approximations of mild solutions for a class of stochastic partial…