Max Yi Ren

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

Ruijin Cang, Yaopengxiao Xu, Shaohua Chen et al. · Journal of Mechanical Design · 2017 · 191 citations

Geometric Learning, Convolutional Neural Network, Engineering +23

An Indirect Design Representation for Topology Optimization Using Variational Autoencoder and Style Transfer

Tinghao Guo, Danny J. Lohan, Ruijin Cang et al. · 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference · 2018 · 81 citations

Design Space Exploration, Design, Shape Optimization +5

Deep Network-Based Feature Extraction and Reconstruction of Complex Material Microstructures

Ruijin Cang, Max Yi Ren · 2016 · 34 citations

Geometric Learning, Convolutional Neural Network, Engineering +23

Effect of disk angle-of-attack on aerodynamic performance of small propellers

David P. Serrano, Max Yi Ren, Ahmed Jawad Qureshi et al. · Aerospace Science and Technology · 2019 · 32 citations

Aeronautics, Engineering, Aerospace Engineering +7

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

Ruijin Cang, Yaopengxiao Xu, Shaohua Chen et al. · arXiv (Cornell University) · 2016 · 10 citations · Full text