Model Reduction for the Material Point Method on Nonlinear Manifolds Using Deep Learning

Peter Yichen Chen, Maurizio Chiaramonte, Eitan Grinspun, Kevin Carlberg. Model Reduction for the Material Point Method on Nonlinear Manifolds Using Deep Learning. In Jonghyun Lee, Eric F. Darve, Peter K. Kitanidis, Michael W. Mahoney, Anuj Karpatne, Matthew W. Farthing, Tyler Hesser, editors, Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021. Volume 2964 of CEUR Workshop Proceedings, CEUR-WS.org, 2021. [doi]

@inproceedings{ChenCGC21,
  title = {Model Reduction for the Material Point Method on Nonlinear Manifolds Using Deep Learning},
  author = {Peter Yichen Chen and Maurizio Chiaramonte and Eitan Grinspun and Kevin Carlberg},
  year = {2021},
  url = {http://ceur-ws.org/Vol-2964/article_195.pdf},
  researchr = {https://researchr.org/publication/ChenCGC21},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021},
  editor = {Jonghyun Lee and Eric F. Darve and Peter K. Kitanidis and Michael W. Mahoney and Anuj Karpatne and Matthew W. Farthing and Tyler Hesser},
  volume = {2964},
  series = {CEUR Workshop Proceedings},
  publisher = {CEUR-WS.org},
}