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Articles (231)

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1-10 of 231 results for physics-guided learning

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Select article: Physics-guided spatiotemporal learning with invariant graph for cross-domain structural damage identification

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Research article

First published 2026

Physics-guided spatiotemporal learning with invariant graph for cross-domain structural damage identification

Jianhui Yang, Pulin Pu, Qingxuan Zhao

Structural Health Monitoring

Select article: Structural damage identification via physics-guided machine learning: a methodology integrating pattern recognition with finite element model updating

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Research article

First published 2021-7

Structural damage identification via physics-guided machine learning: a methodology integrating pattern recognition with finite element model updating

Zhiming Zhang, Chao Sun

Structural Health Monitoring

Select article: Structural damage identification based on physics-guided deep learning: applications to large-scale structures

Open access

Research article

First published 2025

Structural damage identification based on physics-guided deep learning: applications to large-scale structures

Yongzhi Lei, Jun Li, Hong Hao

Structural Health Monitoring

Select article: Accelerating Bayesian inference of structural damage detection based on physics-guided CNN and zero-shot transfer learning

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Research article

First published 2025

Accelerating Bayesian inference of structural damage detection based on physics-guided CNN and zero-shot transfer learning

Rongrong Hou, Linwang Che, Yuequan Bao

Structural Health Monitoring

Select article: Physics-Guided Deep Learning for Drag Force Prediction in Dense Fluid-Particulate Systems

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Research article

First published 2020-10

Physics-Guided Deep Learning for Drag Force Prediction in Dense Fluid-Particulate Systems

Nikhil Muralidhar, Jie Bu, Ze Cao [...]

Big Data

Select article: Physical-guided graph deep learning for composite pipelines structural health monitoring

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Research article

First published 2025

Physical-guided graph deep learning for composite pipelines structural health monitoring

Xiaoqian Jiang, Yue Hu, Shuai Cao [...]

Structural Health Monitoring

Select article: Utilizing Formative Assessments to Guide Student Learning in an Interactive Physics Learning Environment

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Research article

First published 2011-3

Utilizing Formative Assessments to Guide Student Learning in an Interactive Physics Learning Environment

Young-Jin Lee

Journal of Educational Technology Systems

Select article: Physics-guided deep learning for acoustic-based fault diagnosis

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Research article

First published 2026-3

Physics-guided deep learning for acoustic-based fault diagnosis

Ahmed Hassan, Atef F. Hashem, Awny Sayed [...]

International Journal of Engine Research

Select article: Physics-informed regularisation procedure in neural networks: An application in blast protection engineering

Open access

Research article

First published 2022-9

Physics-informed regularisation procedure in neural networks: An application in blast protection engineering

Jordan J Pannell, Sam E Rigby, George Panoutsos

International Journal of Protective Structures

Select article: A physics-guided deep learning framework for corrosion prediction using electromechanical impedance

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Research article

First published 2025

A physics-guided deep learning framework for corrosion prediction using electromechanical impedance

Jingyi Wei, Lei Zhu, Yixuan Chen

Structural Health Monitoring

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