Zeliang Liu

Zeliang Liu

Apple Inc - Los Altos / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 4465997
person_outline Zeliang Liu's MOST POPULAR ARTICLES
1-) A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality Computer Methods in Applied Mechanics and Engineering 320, 633-667, 2017
2-) Self-consistent clustering analysis: an efficient multi-scale scheme for inelastic heterogeneous materials Computer Methods in Applied Mechanics and Engineering 306, 319-341, 2016
3-) Machine learning for metal additive manufacturing: predicting temperature and melt pool fluid dynamics using physics-informed neural networks Computational Mechanics 67, 619-635, 2021
4-) A deep material network for multiscale topology learning and accelerated nonlinear modeling of heterogeneous materials Computer Methods in Applied Mechanics and Engineering 345, 1138-1168, 2019
5-) Data-driven multi-scale multi-physics models to derive process–structure–property relationships for additive manufacturing Computational Mechanics 61, 521-541, 2018