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Minor thing, but this was playing around with the two sets of introductory code:
1) https://github.com/SciML/NeuralPDE.jl/blob/master/README.md#example-solving-2d-poisson-equation-via-physics-info…
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I'm a physicist and I'm working with PINNs and other similar algorithms for the last three years to numerically solve differential equations.
Some of these differential equations of my interest hav…
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Hi Paul,
I have a question regarding the role of residual connection. In PhyCRNet, the temporal derivative is already incorporated in the loss term, why do you still need the residual connection?
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### 🚀 The feature, motivation and pitch
Sorry I'm not sure if this is a new feature, but I'd be very grateful if you guys would like to improve this part.
Specifically, I found that using `jacre…
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I run your simple [ode](https://github.com/jdtoscano94/Learning-PINNs-in-Python-Physics-Informed-Machine-Learning/blob/main/2_SimpleODE.ipynb) solver using PINN. It seems that the model perform well o…
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Dear Professor,
I hope this email finds you well. I’m writing to express my sincere appreciation for your paper, "Improving Physics-Informed Neural Networks with Meta-Learned Optimization." The ins…
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Hi Dr.Lu
I found a discussion of adaptive activation functions in the open issues, and you mentioned that the "_https://deepxde.readthedocs.io/en/latest/modules/deepxde.maps.html#deepxde.maps.activat…
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Hi everyone, @svekars and I are looking to increase the number of new contributions to pytorch/examples, this might be especially interesting to you if you've never contributed to an open source proje…
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