Process-oriented sampling strategy for enhancing flow field reconstruction accuracy in physics-informed neural networks

Machine learning for computational science and engineering 2026

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Authors: Zhongke Qu, Yusong Xu, Feiyu Zhou, Feng Wang, Ning Wang, Zhibin Zhao, Zhaolin Gu
DOI: 10.1007/s44379-026-00084-w
Cited by: 1
References: 33

Fields of Study & Subjects

Model Reduction and Neural Networks Neural Networks and Reservoir Computing Generative Adversarial Networks and Image Synthesis

Publication details

Journal / source
Machine learning for computational science and engineering
Publisher
Springer Science and Business Media LLC
Volume
2
Issue
2
Publication date
16 July 2026
Language
EN