Yinghao Nie

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

Effective mechanical properties of injection-molded short fiber reinforced PEEK composites using periodic homogenization

Jian Zhao, Chengjie Guo, Xiubin Zuo et al. · Advanced Composites and Hybrid Materials · 2022 · 35 citations

Materials Science, Fiber Reinforcement, Injection-molded Short Fiber +12

Principle of cluster minimum complementary energy of FEM-cluster-based reduced order method: fast updating the interaction matrix and predicting effective nonlinear properties of heterogeneous material

Yinghao Nie, Gengdong Cheng, Xikui Li et al. · Computational Mechanics · 2019 · 24 citations

Numerical Analysis, Materials Science, Finite Element Method +13

Efficient prediction of the effective nonlinear properties of porous material by FEM-Cluster based Analysis (FCA)

Yinghao Nie, Zheng Li, Gengdong Cheng · Computer Methods in Applied Mechanics and Engineering · 2021 · 22 citations

Materials Science, Pore Structure, Engineering +10