TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision
ICML 2024 accepted paper TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision
This code has been tested to work on
python=3.10
jax=0.4.23
flax=0.7.5
@inproceedings{
chen2024teng,
title={{TENG}: Time-Evolving Natural Gradient for Solving {PDE}s With Deep Neural Nets Toward Machine Precision},
author={Zhuo Chen and Jacob McCarran and Esteban Vizcaino and Marin Soljacic and Di Luo},
booktitle={Forty-first International Conference on Machine Learning},
year={2024},
url={https://openreview.net/forum?id=v1I4zRAjMb}
}
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