Work

Learning thermoacoustic interactions in combustors using a physics-informed neural network

Year: 2024

Type: article

Source: Engineering Applications of Artificial Intelligence

DOI: 10.1016/j.engappai.2024.109388

Authors: Sathesh Mariappan, Kamaljyoti Nath, George Em Karniadakis

Institutions: Indian Institute of Technology Kanpur, 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: United States - India Educational Foundation, Brown University, Indian Institute of Technology Kanpur, Office of the Secretary of Defense, Multidisciplinary University Research Initiative, Science and Engineering Research Board, Air Force Office of Scientific Research

Awards: G1523888516, G2072716033, G36446433, G4366582460, G5657759450, G5729145195, G8224071431, G8641465487, G8984624321

OpenAlex ID: W4403135726

FWCI: 3.262

Cites: 101

Cited by: 22

Related to: 10