Dingcheng Luo

Optimal design of chemoepitaxial guideposts for directed self-assembly of block copolymer systems using an inexact-Newton algorithm

J. Oden, O. Ghattas, Lianghao Cao, 2022, J. Comput. Phys..

Investigating steady unconfined groundwater flow using Physics Informed Neural Networks

M. Hesse, M. Shadab, DingCheng Luo, 2021, Advances in Water Resources.

Efficient PDE-Constrained optimization under high-dimensional uncertainty using derivative-informed neural operators

O. Ghattas, Peng Chen, Thomas O'Leary-Roseberry, 2023, ArXiv.