Work

Reconstruction of the mean velocity, pressure, and turbulent viscosity fields from background-oriented schlieren measurements using a physics-informed neural network

Year: 2025

Type: article

Source: Physics of Fluids

DOI: 10.1063/5.0286676

Authors: Yulia K. Rudenko, Nikolay A. Vinnichenko, Alexei V. Pushtaev, Yulia Yu. Plaksina, Alexander V. Uvarov

Institution: Lomonosov Moscow State 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: Russian Science Foundation, Foundation for the Advancement of Theoretical Physics and Mathematics

Awards: G5842233914, G6723774129

OpenAlex ID: W4413931901

FWCI: 2.572

Cites: 47

Cited by: 6

Related to: 10