Kang Yang

A Physics-Regulated Neural Framework for Learning 3D Grain Growth Dynamics

Zhihui Tian, Kang Yang, Michael Tonks, Amanda R. Krause, Joel B. Harley

Grain growth is governed by the reduction in grain boundary energy and exhibits well-established statistical scaling laws. Developing data-driven surrogates that preserve these physical invariants while remaining computationally scalable remains challenging, especially in 3D. We…Read more