1 citations · 2 across the 2 of their papers we have counts for
2 papers
cond-mat.soft2023★ 1 cited
Constructing Custom Thermodynamics Using Deep Learning
Xiaoli Chen, Beatrice W. Soh, Zi-En Ooi +5
One of the most exciting applications of artificial intelligence (AI) is automated scientific discovery based on previously amassed data, coupled with restrictions provided by know…
cs.CE2022★ 1 cited
A Deep Learning Approach to Nonconvex Energy Minimization for Martensitic Phase Transitions
Xiaoli Chen, Phoebus Rosakis, Zhizhang Wu +1
We propose a mesh-free method to solve nonconvex energy minimization problems for martensitic phase transitions and twinning in crystals, using the deep learning approach. These pr…