Work

Physics-informed neural network model using natural gradient descent with Dirichlet distribution

Year: 2025

Type: article

Source: Engineering Analysis with Boundary Elements

DOI: 10.1016/j.enganabound.2025.106282

Authors: R. Abdulkadirov, P. Lyakhov, V. Baboshina

Institution: North-Caucasus Federal 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: Ministry of Education and Science of the Russian Federation, Russian Science Foundation, Ministry of Science and Higher Education of the Russian Federation

Awards: G5264382793, G8053022152

OpenAlex ID: W4410706289

FWCI: 0.841

Cites: 60

Cited by: 2

Related to: 10