Work

Enhancing the stability of physics-informed neural networks applied to convection problems

Year: 2026

Type: article

Source: Thermophysics and Aeromechanics

DOI: 10.1134/s0869864325020180

Authors: Ch. A. Tsgoev, M. A. Bratenkov, D. I. Sakharov, V. A. Travnikov, A. V. Seredkin, V. A. Kalinin, D. V. Fomichev, R. I. Mullyadzhanov

Institutions: Novosibirsk State University, Institute of Thermophysics, Rosatom (Russia), Sirius University of Science and Technology

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

OpenAlex ID: W7128779472

FWCI: 10.04

Cites: 13

Cited by: 3

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