The repository provides Python codes for the numerical examples illustrated in the paper ‘Waveformer for modelling dynamical systems’ Please go through the paper to understand the implemented algorithm. Requirements:
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Install python package pytorch, numpy, pandas, matplotlib, einops etc.
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There are four separate folders containing data sets (data generation codes) and implementation codes, where the folders are named as ‘Burgers diffusin dynamics’, ‘KS equation’, ‘Allen-Cahn equation’ and Naviers stokes equation.
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Add the data (generated data) path to load the data and use the run(Training2) file to execute program.
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If you find the code helpful, please cite the paper. @article{navaneeth2023waveformer, title={Waveformer for modelling dynamical systems}, author={Navaneeth, N and Chakraborty, Souvik}, journal={arXiv preprint arXiv:2310.04990}, year={2023} }