Deep convolutional Ritz method: parametric PDE surrogates without labeled data
Work
Year: 2023
Type: article
Abstract: The parametric surrogate models for partial differential equations (PDEs) are a necessary component for many applications in computational sciences, and the convolutional neural networks (CNNs) have ... more
Institutions Cornell University, Sandia National Laboratories
Cites: 76
Cited by: 15
Related to: 10
FWCI: 3.146
Citation percentile (by year/subfield): 99.98
Subfield: Statistical and Nonlinear Physics
Field: Physics and Astronomy
Domain: Physical Sciences
Sustainable Development Goal Affordable and clean energy
Open Access status: hybrid