Work

A Unified Scalable Framework for Causal Sweeping Strategies for Physics-Informed Neural Networks (Pinns) and Their Temporal Decompositions

Year: 2023

Type: article

Source: Journal of Computational Physics

DOI: 10.1016/j.jcp.2023.112464

Authors: Michael Penwarden, Ameya D. Jagtap, Shandian Zhe, George Em Karniadakis, Robert M. Kirby

Institutions: University of Utah, Brown University

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: bronze

Funders: Multidisciplinary University Research Initiative, Air Force Office of Scientific Research

Awards: G1523888516, G2072716033, G36446433, G5657759450, G5729145195, G8224071431

OpenAlex ID: W4386280222

FWCI: 12.44

Cites: 31

Cited by: 124

Related to: 10