Work

BiLO: Bilevel Local Operator Learning for PDE Inverse Problems

Year: 2026

Type: article

Source: Journal of Computational Physics

DOI: 10.1016/j.jcp.2026.114679

Authors: Ray Zirui Zhang, Christopher E. Miles, Xiaohui Xie, John S. Lowengrub

Institution: University of California, Irvine

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: green

Funders: National Science Foundation, Simons Foundation

Awards: G278443292, CAREER: Learning stochastic spatiotemporal dynamics in single-molecule genetics, G6671297155, G6791967163, NSF-Simons Center for Multiscale Cell Fate Research, Collaborative Research: : Mathematical modeling and computation of morphological instabilities in reactive fluids driven out of equilibrium

OpenAlex ID: W7122677080

FWCI: 6.319

Cites: 86

Cited by: 5

Related to: 10