Microstructure Representation and Reconstruction of Heterogeneous
Materials via Deep Belief Network for Computational Material Design

Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design

22 December 2016

Papers citing "Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design"

9 / 9 papers shown

Title
A Comprehensive Survey on Machine Learning Driven Material Defect Detection Jun Bai Di Wu T. Shelley Peter Schubel David Twine John Russell Xuesen Zeng J. Zhang 75 6 0 12 Jun 2024
Denoising diffusion-based synthetic generation of three-dimensional (3D) anisotropic microstructures from two-dimensional (2D) micrographs Kang-Hyun Lee G. Yun DiffM 29 2 0 13 Dec 2023
DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data sets Yichi Zhang P. Seibert Alexandra Otto Alexander Raßloff M. Ambati M. Kastner SyDa 29 21 0 17 Feb 2023
Artificial intelligence approaches for materials-by-design of energetic materials: state-of-the-art, challenges, and future directions Joseph B. Choi Phong C. H. Nguyen O. Sen H. Udaykumar Stephen Seung-Yeob Baek PINN AI4CE 29 11 0 15 Nov 2022
Deep Generative Models in Engineering Design: A Review Lyle Regenwetter Amin Heyrani Nobari Faez Ahmed 3DV AI4CE 34 175 0 21 Oct 2021
Self-supervised optimization of random material microstructures in the small-data regime Maximilian Rixner P. Koutsourelakis AI4CE 21 15 0 05 Aug 2021
An efficient optimization based microstructure reconstruction approach with multiple loss functions Anindya Bhaduri Ashwini Gupta Audrey Olivier L. Graham‐Brady 22 29 0 04 Feb 2021
A Supervised Machine Learning Approach for Accelerating the Design of Particulate Composites: Application to Thermal Conductivity Mohammad Saber Hashemi Masoud Safdari A. Sheidaei AI4CE 14 23 0 30 Sep 2020
Deep Generative Modeling for Mechanistic-based Learning and Design of Metamaterial Systems Liwei Wang Yu-Chin Chan Faez Ahmed Zhao Liu Ping Zhu Wei Chen AI4CE 9 213 0 27 Jun 2020