transformer-physx
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zabaras
Transformers for modeling physical systems
What should be the input to the embedding and transformer colab? How are the HDF5 files structured? What is the meaning of the following naming in the hdf5 files ['0',...
Hello! Thanks for your exciting work! I'm confused about the result of the Lorenz system. The paper shows that the Lorenz system's prediction results are perfect, but I can't reproduce...
Hi, I got the error where these functions can't be found. from trphysx.data_utils import AutoDataset, AutoPredictionDataset from trphysx.data_utils.data_utils import EvalDataCollator from trphysx.data_utils.dataset_lorenz import LorenzPredictDataset is there any updated code? Please...
Hello, Thank you very much for this amazing work. I am trying to understand a bit better differentiable physics for fluid dynamics and this would help me a lot. However...
Copied the code from https://github.com/huggingface/transformers/blob/2642d8d04b14c18199ebe7b35f976da02df61752/src/transformers/hf_argparser.py to replace argparser.py but with original physx header but record of hf_argparser version used to aid future debugging. This fixes issue 6 (https://github.com/zabaras/transformer-physx/issues/6) and allows...
Maybe mask0 should be a tensor not a bool value. So we need to delete "is True". https://github.com/zabaras/transformer-physx/blob/4da0954cb2a47c1004473e29ae7b952a7289187d/trphysx/embedding/embedding_cylinder.py#L133
Dear authors: Thanks for your interesting and inspirational work! But I think there may be a minor mistake in the provided codes. In the file embedding_lorenz.py, the following codes are...
Hi, i have an issue with the input of ConvLstms yu presented it in the benchamrk for the paper. Wht is th input is it a mask or initial conditions....
Hi @NickGeneva! Thanks for the nice work! I'm working on re-implementing the relative mean-squared error (MSE) metric as described in your paper. However, I'm having difficulty finding a clear, universally...
