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yihang-gao / WGAN_PINNs

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Stochastic PDEs #1

Open katayooneshkofti opened 1 year ago

katayooneshkofti commented 1 year ago

Dear @yihang-gao Thank you for sharing these amazing codes. Is this structure capable of solving stochastic coupled PDEs? (I mean PDEs that have some parameters that are not deterministic and they have some probability distribution)

yihang-gao commented 9 months ago

Dear @yihang-gao Thank you for sharing these amazing codes. Is this structure capable of solving stochastic coupled PDEs? (I mean PDEs that have some parameters that are not deterministic and they have some probability distribution)

Hi, sorry that i missed your question. In my opinion, the idea can be similarly transformed to stochastic coupled PDEs where you should also use some class of functions (i.e., neural networks) to parameterize all unknown functions.