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@scaomath, @zongyi-li
Hi everyone,
Any idea how we can replace MLP in FNO with convolutional layer for 2D Darcy flow?
https://github.com/neural-operator/fourier_neural_operator/blob/master/fourier…
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- [x] Fourier Net
- [x] Multi-scale Fourier Feature
- [x] Attention inspired
- [x] Siren
- [x] Radial Basis Neural Network.
- [x] Gaussian Activated Neural Radiance Fields
- [x] Residual-based s…
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https://arxiv.org/abs/1910.03193
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Hello Dr. Lu,
It is very nice to get your reply.
Following your answer, I think the data of the branch nets may be like this:
[ u1(x1), ..., u1(xm) ] for one input function u1;
[ u1(x1), ..., u1…
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```julia
abstract type AbstractNeuralOperator end
struct DeepONet{T1, T2}
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Hi!
In your [paper](https://arxiv.org/pdf/1910.03193.pdf) on learning nonlinear operators you mention that the code of all examples can be found in https://github.com/lululxvi/deepxde. I could be m…
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Hi @sifanw094 @paraklas
Thanks a lot for putting together this repo. The examples are quite illustrative.
Would you be kind to provide the training data for Burger's equation, `Burger.mat` spe…
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Any idea how to resolve the following error?
This is for the default problem = "ode" test case.
Backend: tensorflow.compat.v1
TensorFlow version: 2.6.2
Thanks.
Restoring model from model/m…
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Hello Dr. Lu,
Thank you very much for putting forward this DeepONet for our study.I'm very interested in DeepONet .
But now I have a problem.I spent a lot of time generating datasets and training on…
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Dear lulu,DeepXDE is a great tool.However, I have some questions. I am solving a 2-dimensional heat equation, and I want to use spatial coordinates and boundary conditions as input to the neural netw…