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ORCIDMaurizio M. Chiaramonte
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2020 – today
- 2024
[i5]Yue Chang, Otman Benchekroun, Maurizio M. Chiaramonte, Peter Yichen Chen, Eitan Grinspun:
Neural Representation of Shape-Dependent Laplacian Eigenfunctions. CoRR abs/2408.10099 (2024)- 2023
- [j2]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) - [c6]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 - [c5]Cristian Romero, Dan Casas, Maurizio M. Chiaramonte, Miguel A. Otaduy:
Learning Contact Deformations with General Collider Descriptors. SIGGRAPH Asia 2023: 77:1-77:10 - [c4]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 - [c3]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 - [i4]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) - [i3]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
- [j1]Cristian Romero, Dan Casas, Maurizio M. Chiaramonte, Miguel A. Otaduy:
Contact-centric deformation learning. ACM Trans. Graph. 41(4): 70:1-70:11 (2022) - [c2]Jose Barreiros, Tianshu Liu, Maurizio M. Chiaramonte, Kristy Jost, Yigit Mengüç, Nicholas Colonnese, Priyanshu Agarwal:
HYFAR: A Textile Soft Actuator for Haptic Clothing Interfaces. SIGGRAPH Posters 2022: 26:1-26:2 - [i2]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) - 2021
- [c1]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 - [i1]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)
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