Dingcheng Luo

According to our database, Dingcheng Luo authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SOUPy: Stochastic PDE-constrained optimization under high-dimensional uncertainty in Python.

Dingcheng Luo, Peng Chen, Thomas O'Leary-Roseberry, Umberto Villa, Omar Ghattas

J. Open Source Softw., 2024

Inference of Heterogeneous Material Properties via Infinite-Dimensional Integrated DIC.

Joseph Kirchhoff, Dingcheng Luo, Thomas O'Leary-Roseberry, Omar Ghattas

CoRR, 2024

Gaussian mixture Taylor approximations of risk measures constrained by PDEs with Gaussian random field inputs.

Dingcheng Luo, Joshua Chen, Peng Chen, Omar Ghattas

CoRR, 2024

2023

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

Dingcheng Luo, Lianghao Cao, Peng Chen, Omar Ghattas, J. Tinsley Oden

J. Comput. Phys., 2023

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

Dingcheng Luo, Thomas O'Leary-Roseberry, Peng Chen, Omar Ghattas

CoRR, 2023