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Hello,
First of all, thank you for this library! It is extremely helpful and well documented. I hope you can help with a very small thing; I tried to create a pull request for a minor fix, but w…
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Dear Lu Lu,
Thank you for such a great package. I really consider deepXDE as a future working tool for my research interests.
Here is my specific problem:
![image](https://user-images.githubuserc…
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Dear Hongkai,
Thank you for your very interesting research. Last half a year, I was aiming to solve the Helmholtz equation with PINNs using DeepXDE packages. I could reach a mean average percentage…
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Need your help! I have a question about this “losses_fn", except in the definition of “outputs_losses”, i cannot find this function. When I want to change the loss function, and using the following:…
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When I am using `tensorflow site-packages/tensorflow/python/training/saver.py` which are checker and restore. these have been given path to folder 'results' ; the following folder is saving these file…
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Hi. I encounter this error when importing SciANN:
AttributeError: module 'keras.backend' has no attribute 'get_graph'
I have installed the latest version of keras and Tensorflow. Can anyone he…
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If anyone wants to rewrite NeuralPDE, I want to share some of my expectations here, some of which have been reflected in Sophon.jl.
The following code is mostly pseudocode, used only to illustrate …
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Dear Lu Lu,
Thank you for your nice work on hPINN. Recently I modified the code to solve only the forward problem, but I faced one issue. In your paper, you used a time-harmonic source to generate …
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### Bug description
I'm trying to run a job with several GPUs. My script immediately gets stuck after outputting:
```
python /home/negroni/deeponet-fno/src/burgers/pytorch_deeponet.py --ngpus 3…
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Is there a way to use a DataGenerator like e.g. torch.utils.data.DataLoader? As far as I understand I have to initiate deepxde.Model(data, net) where data is my whole data set. But in the case of havi…