117 citations · 117 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 117 cited
A Dual-Dimer Method for Training Physics-Constrained Neural Networks with Minimax Architecture
Dehao Liu, Yan Wang
Data sparsity is a common issue to train machine learning tools such as neural networks for engineering and scientific applications, where experiments and simulations are expensive…
cs.CE2020
A stochastic reduced-order model for statistical microstructure descriptors evolution
Anh Tran, Jing Sun, Dehao Liu +2
Integrated Computational Materials Engineering (ICME) models have been a crucial building block for modern materials development, relieving heavy reliance on experiments and signif…