An end-to-end deep learning method for solving nonlocal Allen–Cahn and Cahn–Hilliard phase-field models... Journal March, 2025
A novel conditional generative model for efficient ensemble forecasts of state variables in large-scale geological carbon storage Journal February, 2025
Thermodynamic Consistent Neural Networks for Learning Material Interfacial Mechanics Conference Paper December, 2020
Scalable Deep-Learning-Accelerated Topology Optimization for Additively Manufactured Materials Conference Paper December, 2020
A Nonlocal-Gradient Descent Method for Inverse Design in Nanophotonics Conference Paper December, 2020
