Work

A Physics-Informed Neural Network framework for solving PDEs on point clouds via surface reconstruction

Year: 2025

Type: article

Source: Neural Networks

DOI: 10.1016/j.neunet.2025.107928

Authors: Junseung Ryu, Seungtae Park, Hyung Ju Hwang

Institution: Pohang 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

Funders: Pohang University of Science and Technology, Ministry of Science, ICT and Future Planning, National Research Foundation of Korea, Ministry of Science and ICT, South Korea, Institute for Information and Communications Technology Promotion

Awards: G1010832933, G2309250114, G7124767135

OpenAlex ID: W4412977798

FWCI: 2.102

Cites: 38

Cited by: 5

Related to: 10