NeuralPDE.jl

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https://arxiv.org/abs/1902.05200

ChrisRackauckas

Deep learning methods for free-boundary PDEs

3

https://arxiv.org/abs/1708.07469

ChrisRackauckas

Deep learning for random PDEs

4

https://arxiv.org/abs/1806.02957

ChrisRackauckas

https://arxiv.org/pdf/1710.09668.pdf

ChrisRackauckas

https://arxiv.org/abs/1708.07469 [DeepProject.zip](https://github.com/SciML/NeuralPDE.jl/files/5765397/DeepProject.zip) [Final proj.pdf](https://github.com/SciML/NeuralPDE.jl/files/5765398/Final.proj.pdf)

ChrisRackauckas

Deep Ritz method

4

https://arxiv.org/pdf/1710.00211.pdf

ChrisRackauckas

High dimensional McKean Vlasov FBSPDE using NN

3

https://arxiv.org/pdf/1909.12678.pdf . The problem set of NeuralNetDiffEq should be extended to this MKV FBSPDE problem with numerical comparison with Python results.

finmod

Weak adversarial network PDE solvers

12

https://arxiv.org/abs/1907.08272

ChrisRackauckas

Domain partitioning with systems of heterogeneous equations

2

This might be a user error (I am still learning how to use the neural adapter), but I keep getting `LoadError: MethodError: no method matching zero(::Type{Vector{Float64}})` in line `res_ =...

killah-t-cell

Introduce in the "features" section of docs, a roadmap of development of NeuralPDE along the line of section 3 of https://arxiv.org/abs/2101.08068 that is in two parts: A deterministic approach by...

finmod