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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Jia-Yuan Wang

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Open access Oct 2026

Empirical-Constraint Physics-Informed Neural Network for Predicting the Height of Water-Conducting Fracture Zone

Accurate prediction of water-conducting fracture zone (WCFZ) height is essential for preventing mine water hazards. Existing empirical, numerical, and artificial intelligence methods are limited by applicability, parameter sensitivity, or insufficient incorporation of engineering prior knowledge. This study develops a...

Dao-Huai Yang, Fei Li, Chao Gu et al. · 0 citations

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