Work

Physics-enhanced deep surrogates for partial differential equations

Year: 2023

Type: article

Source: Nature Machine Intelligence

DOI: 10.1038/s42256-023-00761-y

Authors: Raphaël Pestourie, Youssef Mroueh, Chris Rackauckas, Payel Das, Steven G. Johnson

Institutions: Georgia Institute of Technology, IBM (United States), IBM Research - Thomas J. Watson Research Center, Massachusetts Institute of Technology

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: green

Funder: Army Research Office

Awards: G7452299184, G805375031

OpenAlex ID: W4389298155

FWCI: 4.814

Cites: 47

Cited by: 49

Related to: 10