Maurizio M. Chiaramonte

According to our database, Maurizio M. Chiaramonte authored at least 10 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Model reduction for the material point method via an implicit neural representation of the deformation map.

Peter Yichen Chen, Maurizio M. Chiaramonte, Eitan Grinspun, Kevin Carlberg

J. Comput. Phys., April, 2023

Neural Stress Fields for Reduced-order Elastoplasticity and Fracture.

Zeshun Zong, Xuan Li, Minchen Li, Maurizio M. Chiaramonte, Wojciech Matusik, Eitan Grinspun, Kevin Carlberg, Chenfanfu Jiang, Peter Yichen Chen

Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

Learning Contact Deformations with General Collider Descriptors.

Cristian Romero, Dan Casas, Maurizio M. Chiaramonte, Miguel A. Otaduy

Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

LiCROM: Linear-Subspace Continuous Reduced Order Modeling with Neural Fields.

Yue Chang, Peter Yichen Chen, Zhecheng Wang, Maurizio M. Chiaramonte, Kevin Carlberg, Eitan Grinspun

Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations.

Peter Yichen Chen, Jinxu Xiang, Dong Heon Cho, Yue Chang, G. A. Pershing, Henrique Teles Maia, Maurizio M. Chiaramonte, Kevin T. Carlberg, Eitan Grinspun

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Contact-centric deformation learning.

Cristian Romero, Dan Casas, Maurizio M. Chiaramonte, Miguel A. Otaduy

ACM Trans. Graph., 2022

CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations.

Peter Yichen Chen, Jinxu Xiang, Dong Heon Cho, G. A. Pershing, Henrique Teles Maia, Maurizio M. Chiaramonte, Kevin Carlberg, Eitan Grinspun

CoRR, 2022

HYFAR: A Textile Soft Actuator for Haptic Clothing Interfaces.

Jose Barreiros, Tianshu Liu, Maurizio M. Chiaramonte, Kristy Jost, Yigit Mengüç, Nicholas Colonnese, Priyanshu Agarwal

Proceedings of the SIGGRAPH '22: Special Interest Group on Computer Graphics and Interactive Techniques Conference, Posters, Vancouver BC Canada, August 7, 2022

2021

Model reduction for the material point method via learning the deformation map and its spatial-temporal gradients.

Peter Yichen Chen, Maurizio M. Chiaramonte, Eitan Grinspun, Kevin Carlberg

CoRR, 2021

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

Peter Yichen Chen, Maurizio M. Chiaramonte, Eitan Grinspun, Kevin Carlberg

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021