PH-Net: Parallelepiped Microstructure Homogenization via 3D Convolutional Neural Networks

18 January 2022

Papers citing "PH-Net: Parallelepiped Microstructure Homogenization via 3D Convolutional Neural Networks"

6 / 6 papers shown

Title
A deep learning energy method for hyperelasticity and viscoelasticity Diab W. Abueidda S. Koric R. Al-Rub Corey M. Parrott K. James N. Sobh AI4CE 38 60 0 15 Jan 2022
Meshless physics-informed deep learning method for three-dimensional solid mechanics Diab W. Abueidda Q. Lu S. Koric AI4CE 46 114 0 02 Dec 2020
Geometric deep learning for computational mechanics Part I: Anisotropic Hyperelasticity Nikolaos N. Vlassis R. Ma WaiChing Sun AI4CE 27 175 0 08 Jan 2020
An Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications E. Samaniego C. Anitescu S. Goswami Vien Minh Nguyen-Thanh Hongwei Guo Khader M. Hamdia Timon Rabczuk X. Zhuang PINN AI4CE 178 1,359 0 27 Aug 2019
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.1K 76,547 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 776 149,474 0 22 Dec 2014