Lei Zhang

Hierarchical deep-learning neural networks: finite elements and beyond

Lei Zhang, Cheng Lin, Hengyang Li et al. · Computational Mechanics · 2020 · 116 citations

Deep Neural Networks, Engineering, Machine Learning +6

Clustering discretization methods for generation of material performance databases in machine learning and design optimization

Hengyang Li, Orion L. Kafka, Jiaying Gao et al. · Computational Mechanics · 2019 · 110 citations

Model Optimization, Discretization Methods, Data-driven Optimization +10

From virtual clustering analysis to self-consistent clustering analysis: a mathematical study

Shaoqiang Tang, Lei Zhang, Wing Kam Liu · Computational Mechanics · 2018 · 87 citations

Cluster Computing, Cluster Development, Document Clustering +11

FlowMatic: An Immersive Authoring Tool for Creating Interactive Scenes in Virtual Reality

Lei Zhang, Steve Oney · 2020 · 83 citations

Engineering, Visual Programming Language, Mixed Reality +16

HiDeNN-TD: Reduced-order hierarchical deep learning neural networks

Lei Zhang, Ye Lu, Shaoqiang Tang et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 49 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Engineering +6