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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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Message from Vignesh:
> I think I have chanced upon a very interesting bug. So I am doing some ML training on CSD3 and due to the size of these models and the datasets I end up not having sufficien…
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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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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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```julia
u = ones(Float32, 10, 10, 5)
v = ones(Float32, 1, 10, 5)
deeponet = DeepONet(; branch = (10, 10, 10), trunk = (1, 10, 10))
ps, st = Lux.setup(Random.default_rng(), deeponet)
y, st_ = d…
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@lululxvi Thanks for your great work! I have solved my inverse problem by DeepXDE. DeepXDE can predict the value of unknown parameters. Here's my question: Is it possible for DeepXDE to show the confi…
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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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Hello! I recently obtained the LAMP dataset you published, and I noticed that you also provided some code that includes data processing and modification for optimizing LAMP experiments. However, while…
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> This project will be mentored by @HydrogenSulfate and @xusuyong
以下是待添加模型导出和python推理功能的案例列表:
| 序号 | 文档文件 | 案例文件 | 认领人/状态/PR号
| :-- | :-- | :-- | :-- |
| 1 | deephpms.md | deephpms/burgers.pydeephp…
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Hi @lululxvi , @ShuaiMeng0601 and @jpzxshi.
Thank you for such a great work. I was looking for a version of PINN model and went through your multiple articles and decided to use MIONet since I ne…