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Solution-Guided Machine Learning for Physical Field Prediction in Complex Geometries

Year: 2026

Type: article

Source: Journal of Computing and Information Science in Engineering

DOI: 10.1115/1.4072215

Authors: Yuchen Du, Ruijin Wang, Tianquan Ying, Yang Deng, Jianzhao Wu, Bofu Wang, Tienchong Chang

Institutions: Shanghai University, Tongji 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

Funder: National Natural Science Foundation of China

Award: G3900614234

OpenAlex ID: W7165760845

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Cites: 62

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