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

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

25 September 2021

Peter Yichen Chen

Maurizio M. Chiaramonte

Papers citing "Model reduction for the material point method via an implicit neural representation of the deformation map"

12 / 12 papers shown

Title
Neural Kinematic Bases for Fluids Yibo Liu Paul Kry Kenny Erleben Noam Aigerman S. Darkner T. Schneider 3DH AI4CE 24 0 0 22 Apr 2025
Lifting the Winding Number: Precise Representation of Complex Cuts in Subspace Physics Simulations Yue Chang Mengfei Liu Zhecheng Wang Peter Yichen Chen E. Grinspun AI4CE 68 0 0 02 Feb 2025
Accelerate Neural Subspace-Based Reduced-Order Solver of Deformable Simulation by Lipschitz Optimization Aoran Lyu Shixian Zhao Chuhua Xian Zhihao Cen Hongmin Cai Guoxin Fang AI4CE 26 1 0 05 Sep 2024
Sequential-in-time training of nonlinear parametrizations for solving time-dependent partial differential equations Huan Zhang Yifan Chen Eric Vanden-Eijnden Benjamin Peherstorfer 39 2 0 01 Apr 2024
Neural Stress Fields for Reduced-order Elastoplasticity and Fracture Zeshun Zong Xuan Li Minchen Li Maurizio M. Chiaramonte Wojciech Matusik E. Grinspun Kevin Carlberg Chenfanfu Jiang Peter Yichen Chen AI4CE 13 15 0 26 Oct 2023
LiCROM: Linear-Subspace Continuous Reduced Order Modeling with Neural Fields Yue Chang Peter Yichen Chen Zhecheng Wang Maurizio M. Chiaramonte Kevin Carlberg E. Grinspun AI4CE 20 7 0 24 Oct 2023
Randomized Sparse Neural Galerkin Schemes for Solving Evolution Equations with Deep Networks Jules Berman Benjamin Peherstorfer 26 13 0 07 Oct 2023
Near-realtime Facial Animation by Deep 3D Simulation Super-Resolution Hyojoon Park Sangeetha Grama Srinivasan Matthew Cong Doyub Kim Byungsoo Kim Jonathan Swartz Ken Museth Eftychios Sifakis 3DH 25 2 0 05 May 2023
Implicit Neural Spatial Representations for Time-dependent PDEs Honglin Chen Rundi Wu E. Grinspun Changxi Zheng Peter Yichen Chen AI4CE 25 33 0 30 Sep 2022
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations Peter Yichen Chen Jinxu Xiang D. Cho Yue Chang G. Pershing H. Maia Maurizio M. Chiaramonte Kevin Carlberg E. Grinspun AI4CE 23 40 0 06 Jun 2022
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 205 2,282 0 18 Oct 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 191 1,242 0 22 Jul 2020