"Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential Equations" published in ACM SIGKDD 2023. [DOI]
Feel free to check out both short and long versions.
2-minutes short version: [PPT] [Video]
20-minutes long version: [PPT] [Video for Mainland China Viewers]
Poster: [PPT]
Part of the code directly inherit previous works [1] and [2].
If you're using HIN-PDE in your research or applications, please cite using this BibTeX:
@inproceedings{luo2023physicsguided,
title={Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential Equations},
author={Luo, Yingtao and Liu, Qiang and Chen, Yuntian and Hu, Wenbo and Tian, Tian and Zhu, Jun},
booktitle = {Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
year={2023},
}