Work

A physics-informed neural network for aiding the acquisition of high-fidelity multiphysics fields in gas-phase combustion reacting flows without pre-training

Year: 2025

Type: article

Source: Physics of Fluids

DOI: 10.1063/5.0284930

Authors: Shihong Zhang, Chi Zhang, Bosen Wang

Institution: Beihang University

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

Funders: National Natural Science Foundation of China, National Science and Technology Major Project, Fundamental Research Funds for the Central Universities

Awards: G1793898768, G2690823871, G6619266681

OpenAlex ID: W4414158280

FWCI: 0.857

Cites: 47

Cited by: 2

Related to: 10