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Eitan Grinspun
- > Home > Persons > Eitan Grinspun
Publications
- 2023
- [j65]Peter Yichen Chen, Maurizio M. Chiaramonte, Eitan Grinspun, Kevin Carlberg:
Model reduction for the material point method via an implicit neural representation of the deformation map. J. Comput. Phys. 478: 111908 (2023) - [c31]Peter Yichen Chen, Jinxu Xiang, Dong Heon Cho, Yue Chang, G. A. Pershing, Henrique Teles Maia, Maurizio M. Chiaramonte, Kevin T. Carlberg, Eitan Grinspun:
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations. ICLR 2023 - [c30]Honglin Chen, Rundi Wu, Eitan Grinspun, Changxi Zheng, Peter Yichen Chen:
Implicit Neural Spatial Representations for Time-dependent PDEs. ICML 2023: 5162-5177 - [c28]Zeshun Zong, Xuan Li, Minchen Li, Maurizio M. Chiaramonte, Wojciech Matusik, Eitan Grinspun, Kevin Carlberg, Chenfanfu Jiang, Peter Yichen Chen:
Neural Stress Fields for Reduced-order Elastoplasticity and Fracture. SIGGRAPH Asia 2023: 78:1-78:11 - [c27]Yue Chang, Peter Yichen Chen, Zhecheng Wang, Maurizio M. Chiaramonte, Kevin Carlberg, Eitan Grinspun:
LiCROM: Linear-Subspace Continuous Reduced Order Modeling with Neural Fields. SIGGRAPH Asia 2023: 111:1-111:12 - [i14]Yue Chang, Peter Yichen Chen, Zhecheng Wang, Maurizio M. Chiaramonte, Kevin Carlberg, Eitan Grinspun:
LiCROM: Linear-Subspace Continuous Reduced Order Modeling with Neural Fields. CoRR abs/2310.15907 (2023) - [i13]Zeshun Zong, Xuan Li, Minchen Li, Maurizio M. Chiaramonte, Wojciech Matusik, Eitan Grinspun, Kevin Carlberg, Chenfanfu Jiang, Peter Yichen Chen:
Neural Stress Fields for Reduced-order Elastoplasticity and Fracture. CoRR abs/2310.17790 (2023) - 2022
- [i12]Peter Yichen Chen, Jinxu Xiang, Dong Heon Cho, G. A. Pershing, Henrique Teles Maia, Maurizio M. Chiaramonte, Kevin Carlberg, Eitan Grinspun:
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations. CoRR abs/2206.02607 (2022) - [i11]Honglin Chen, Rundi Wu, Eitan Grinspun, Changxi Zheng, Peter Yichen Chen:
Implicit Neural Spatial Representations for Time-dependent PDEs. CoRR abs/2210.00124 (2022) - 2021
- [c24]Peter Yichen Chen, Maurizio M. Chiaramonte, Eitan Grinspun, Kevin Carlberg:
Model Reduction for the Material Point Method on Nonlinear Manifolds Using Deep Learning. AAAI Spring Symposium: MLPS 2021 - [i9]Peter Yichen Chen, Maurizio M. Chiaramonte, Eitan Grinspun, Kevin Carlberg:
Model reduction for the material point method via learning the deformation map and its spatial-temporal gradients. CoRR abs/2109.12390 (2021) - 2018
- [j49]Yonghao Yue, Breannan Smith, Peter Yichen Chen, Maytee Chantharayukhonthorn, Ken Kamrin, Eitan Grinspun:
Hybrid grains: adaptive coupling of discrete and continuum simulations of granular media. ACM Trans. Graph. 37(6): 283 (2018)
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