High-order Differentiable Autoencoder for Nonlinear Model Reduction

19 February 2021

Papers citing "High-order Differentiable Autoencoder for Nonlinear Model Reduction"

28 / 28 papers shown

Title
JGS2: Near Second-order Converging Jacobi/Gauss-Seidel for GPU Elastodynamics Lei Lan Zixuan Lu Chun Yuan Weiwei Xu Hao Su Huamin Wang Chenfanfu Jiang Yin Yang 22 0 0 06 Jun 2025
Precise Gradient Discontinuities in Neural Fields for Subspace Physics Mengfei Liu Yue Chang Zhecheng Wang Peter Yichen Chen E. Grinspun 58 0 0 26 May 2025
Learning Extremely High Density Crowds as Active Matters Feixiang He Jiangbei Yue Jialin Zhu Armin Seyfried Dan Casas Julien Pettré He Wang 107 0 0 15 Mar 2025
Lifting the Winding Number: Precise Representation of Complex Cuts in Subspace Physics Simulations Yue Chang Mengfei Liu Zhecheng Wang Julius Berner E. Grinspun AI4CE 108 1 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 76 2 0 05 Sep 2024
Elastic Locomotion with Mixed Second-order Differentiation Siyuan Shen Tianjia Shao Kun Zhou Chenfanfu Jiang Sheldon Andrews Victor Zordan Yin Yang 70 1 0 23 May 2024
ContourCraft: Learning to Resolve Intersections in Neural Multi-Garment Simulations Artur Grigorev Giorgio Becherini Michael J. Black Otmar Hilliges B. Thomaszewski 3DH 59 9 0 15 May 2024
RTG-SLAM: Real-time 3D Reconstruction at Scale using Gaussian Splatting Zhexi Peng Tianjia Shao Yong Liu Jingke Zhou Yin Yang Jingdong Wang Kun Zhou 3DGS 106 36 0 30 Apr 2024
Neural Modes: Self-supervised Learning of Nonlinear Modal Subspaces Jiahong Wang Yinwei Du Stelian Coros B. Thomaszewski SSL 50 0 0 26 Apr 2024
Mil2: Efficient Cloth Simulation Using Non-distance Barriers and Subspace Reuse Lei Lan Zixuan Lu Jingyi Long Chun Yuan Xuan Li Xiaowei He Huamin Wang Chenfanfu Jiang Yin Yang 74 1 0 28 Mar 2024
Human Motion Prediction under Unexpected Perturbation Jiangbei Yue Baiyi Li Julien Pettré Armin Seyfried He Wang 95 3 0 23 Mar 2024
Bayesian Differentiable Physics for Cloth Digitalization Deshan Gong Ningtao Mao He Wang AI4CE 100 1 0 27 Feb 2024
Neural Autoencoder-Based Structure-Preserving Model Order Reduction and Control Design for High-Dimensional Physical Systems Marco Lepri Davide Bacciu Cosimo Della Santina AI4CE 79 8 0 11 Dec 2023
Spatially Adaptive Cloth Regression with Implicit Neural Representations Lei Shu Vinicius Azevedo B. Solenthaler Markus Gross 3DH 66 0 0 27 Nov 2023
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 Julius Berner AI4CE 128 18 0 26 Oct 2023
LiCROM: Linear-Subspace Continuous Reduced Order Modeling with Neural Fields Yue Chang Julius Berner Zhecheng Wang Maurizio M. Chiaramonte Kevin Carlberg E. Grinspun AI4CE 94 8 0 24 Oct 2023
Deep Learning in Deterministic Computational Mechanics L. Herrmann Stefan Kollmannsberger AI4CE PINN 118 0 0 27 Sep 2023
Human Trajectory Forecasting with Explainable Behavioral Uncertainty Jiangbei Yue Tianyi Zhou He Wang BDL 79 5 0 04 Jul 2023
Data-Free Learning of Reduced-Order Kinematics Nicholas Sharp Cristian Romero Alec Jacobson E. Vouga P. Kry David I. W. Levin Justin Solomon AI4CE 78 20 0 05 May 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 132 3 0 05 May 2023
TextDeformer: Geometry Manipulation using Text Guidance William Gao Noam Aigerman Thibault Groueix Vladimir G. Kim Rana Hanocka AI4CE 118 86 0 26 Apr 2023
Low-dimensional Data-based Surrogate Model of a Continuum-mechanical Musculoskeletal System Based on Non-intrusive Model Order Reduction Jonas Kneifl D. Rosin Oliver Röhrle Jörg Fehr AI4CE 61 13 0 13 Feb 2023
Neural Cloth Simulation Hugo Bertiche Argila Meysam Madadi Sergio Escalera 3DH OOD AI4CE 81 55 0 13 Dec 2022
Differentiable Hybrid Traffic Simulation Sanghyun Son Yi-Ling Qiao J. Sewall Ming-Chyuan Lin 85 12 0 14 Oct 2022
Human Trajectory Prediction via Neural Social Physics Jiangbei Yue Tianyi Zhou He Wang AI4CE 109 105 0 21 Jul 2022
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations Julius Berner Jinxu Xiang D. Cho Yue Chang G. Pershing H. Maia Maurizio M. Chiaramonte Kevin Carlberg E. Grinspun AI4CE 125 44 0 06 Jun 2022
Fine-grained differentiable physics: a yarn-level model for fabrics Deshan Gong Zhanxing Zhu A. Bulpitt He Wang AI4CE 99 10 0 01 Feb 2022
Model reduction for the material point method via an implicit neural representation of the deformation map Julius Berner Maurizio M. Chiaramonte E. Grinspun Kevin Carlberg 125 15 0 25 Sep 2021