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Clone [this repository](https://github.com/lululxvi/hpinn) on the GPU cluster, and reproduce the examples here [e.g. holography_main](https://github.com/lululxvi/hpinn/blob/main/holography/holography_…
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Can someone help me? Does anyone know why the predicted result I got is not consistent with the real result? Below is my drawing. The yellow line is the real value, and the blue is the predicted value…
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Hi Dr LuLu , so i rewrote the code for the interface again but this time it gives me this error below.
1.Am i doing something wrong in code considering the interface problem.
2. i used anchor to giv…
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Dear Dr. Lu,
@lululxvi
Thanks for the provision of DeepXDE library !
I wonder if it is possible in DeepXDE to freeze the weights of some specific layers before training, so that the frozen layers …
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Hi,
Do you consider adding a Keras-inspired model.summary() for DeepXDE?
Is there a simple way to access the number of trainable parameters for a model?
Paul
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Hi Dr. Lu,
Could you tell me how we can apply hard constraints for points?
Suppose we have a 2D Aluminum plate, how can we fix the displacement u(x,y) for the four corners? I have tried output …
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Hi Dr.Lu,
Happy new year!
When I was running the code below:
```
import deepxde as dde
import numpy as np
def pde_system(x, y):
y1, y2 = y[:, 0:1], y[:, 1:]
t,x1=x[:,0:1],x[:…
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I would like to get the trained weights from the NN, make few alterations to the weights and again load them to the same NN and predict the outcome.
Generally, in KERAS it is possible to get weigh…
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Dear Dr. Lu,
Thanks for providing such a useful library. I found it really helpful. Currently, I have been testing one of my hypotheses [(based on this work)](https://arxiv.org/abs/2006.10739) and …
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Dear Dr. Lu,
Thanks for the provision of DeepXDE library , which greatly facilitates the use of PINN to solve differential equations!
I wonder if you could help me solve the follow…