Cheng Yu

Data-driven multi-scale multi-physics models to derive process–structure–property relationships for additive manufacturing

Wentao Yan, Stephen Lin, Orion L. Kafka et al. · Computational Mechanics · 2018 · 245 citations

Engineering, Natural Sciences, Design +8

A cellular automaton finite volume method for microstructure evolution during additive manufacturing

Yanping Lian, Zhengtao Gan, Cheng Yu et al. · Materials & Design · 2019 · 192 citations · Full text

Engineering, Mechanical Engineering, Advanced Manufacturing +22

An integrated process–structure–property modeling framework for additive manufacturing

Wentao Yan, Yanping Lian, Cheng Yu et al. · Computer Methods in Applied Mechanics and Engineering · 2018 · 141 citations

Design, 3D Printing, Processing And Manufacturing

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