In Situ Compression Artifact Removal in Scientific Data Using Deep Transfer Learning and Experience Replay Journal January, 2021
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
A Hybrid Gradient Method to Designing Bayesian Experiments for Implicit Models Conference Paper December, 2020
An Efficient Numerical Algorithm for Solving Data Driven Feedback Control Problems Journal November, 2020
