Search Results for author: Arghir Zarnescu

Found 1 papers, 0 papers with code

From Monte Carlo to neural networks approximations of boundary value problems

no code implementations3 Sep 2022 Lucian Beznea, Iulian Cimpean, Oana Lupascu-Stamate, Ionel Popescu, Arghir Zarnescu

As a second goal, we show that the obtained Monte Carlo solver renders { in a constructive way} ReLU deep neural network (DNN) solutions to Poisson problem, whose sizes depend at most polynomialy in the dimension $d$ and in the desired error.

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