Hengyang Li

Hierarchical Deep Learning Neural Network (HiDeNN): An artificial intelligence (AI) framework for computational science and engineering

Sourav Saha, Zhengtao Gan, Jiaying Gao et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 182 citations

Computing, Computational Engineering, Computer Science +12

Hierarchical deep-learning neural networks: finite elements and beyond

Lei Zhang, Hengyang Li, Jiaying Gao et al. · Computational Mechanics · 2020 · 125 citations

Computing, Computational Engineering, Computer Science +9

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 · 112 citations

Natural Sciences, Materials Engineering, Materials Science +17

FEM-Cluster based reduction method for efficient numerical prediction of effective properties of heterogeneous material in nonlinear range

Gengdong Cheng, Xikui Li, Yinghao Nie et al. · Computer Methods in Applied Mechanics and Engineering · 2019 · 84 citations

Engineering, Materials Engineering, Materials Science +15

Data-Driven Microstructure and Microhardness Design in Additive Manufacturing Using a Self-Organizing Map

Zhengtao Gan, Hengyang Li, Sarah J. Wolff et al. · Engineering · 2019 · 66 citations · Full text

Engineering, Manufacturing Engineering, Materials Engineering +17