Neural Metamaterial Networks for Nonlinear Material Design

15 September 2023

Papers citing "Neural Metamaterial Networks for Nonlinear Material Design"

10 / 10 papers shown

Title
Polar Interpolants for Thin-Shell Microstructure Homogenization Antoine Chan-Lock M. Otaduy 12 0 0 03 May 2025
Neural Co-Optimization of Structural Topology, Manufacturable Layers, and Path Orientations for Fiber-Reinforced Composites Tao Liu Tianyu Zhang Yongxue Chen Weiming Wang Yu Jiang Yuming Huang Charlie C. L. Wang AI4CE 28 0 0 30 Apr 2025
Learning 3D Garment Animation from Trajectories of A Piece of Cloth Yidi Shao Chen Change Loy Bo Dai 3DH AI4CE 25 1 0 03 Jan 2025
Neurally Integrated Finite Elements for Differentiable Elasticity on Evolving Domains Gilles Daviet Tianchang Shen Nicholas Sharp David I. W. Levin 73 0 0 12 Oct 2024
Motion-Driven Neural Optimizer for Prophylactic Braces Made by Distributed Microstructures Xingjian Han Yu Jiang Weiming Wang Guoxin Fang Simeon Gill ... Jun Saito Deepak Kumar Zhongxuan Luo Emily Whiting Charlie C. L. Wang 16 0 0 29 Aug 2024
Data-Driven Nonlinear Deformation Design of 3D-Printable Shells Samuel Silverman Kelsey L. Snapp Keith A. Brown Emily Whiting AI4CE 22 1 0 27 Aug 2024
Shape Space Spectra Yue Chang Otman Benchekroun Maurizio M. Chiaramonte Peter Yichen Chen E. Grinspun 28 0 0 19 Aug 2024
Data-Efficient Discovery of Hyperelastic TPMS Metamaterials with Extreme Energy Dissipation Maxine Perroni-Scharf Zachary Ferguson Thomas Butrille Carlos Portela Mina Konaković Luković 27 0 0 29 May 2024
Modal Folding: Discovering Smooth Folding Patterns for Sheet Materials using Strain-Space Modes P. Tang R. Hinchet Roi Poranne B. Thomaszewski Stelian Coros 16 0 0 07 May 2024
Optimized shock-protecting microstructures Zizhou Huang Daniele Panozzo Denis Zorin 13 0 0 11 Oct 2023