Hengyang Li

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

Sourav Saha, Zhengtao Gan, Cheng Lin et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 177 citations

Artificial Intelligence, Ai Architecture, Computational Science +7

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

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 · 79 citations

Materials Science, Numerical Analysis, Finite Element Method +13

Image-based modelling for Adolescent Idiopathic Scoliosis: Mechanistic machine learning analysis and prediction

Mahsa Tajdari, Aishwarya Pawar, Hengyang Li et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 64 citations · Full text