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Articles (27)

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1-10 of 27 results for physics-guided deep learning

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

Retricted access

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: 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: 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: 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

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: Review of rolling bearings performance degradation trend prediction

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Review article

First published 2024-12

Review of rolling bearings performance degradation trend prediction

Yaping Wang, Kaiting Lu, Renquan Dong [...]

Noise & Vibration Worldwide

Select article: Predicting and explaining nonlinear material response using deep physically guided neural networks with internal variables

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Research article

First published 2025-2

Predicting and explaining nonlinear material response using deep physically guided neural networks with internal variables

Jacobo Ayensa-Jiménez, Javier Orera-Echeverría, Manuel Doblare

Mathematics and Mechanics of Solids

Select article: Dynamic Mask Cepstrum-Enhancement Network (DMC-EN): A dual-task physics-guided method based on cyclostationary features of bearing signals

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Research article

First published 2026

Dynamic Mask Cepstrum-Enhancement Network (DMC-EN): A dual-task physics-guided method based on cyclostationary features of bearing signals

Longhui Li, Qingbin Tong, Xuedong Jiang [...]

Transactions of the Institute of Measurement and Control

Select article: Decolonising the mainstream education and preserving Indigenous knowledge systems: learning through African Indigenous games

Open access

Research article

First published 2026

Decolonising the mainstream education and preserving Indigenous knowledge systems: learning through African Indigenous games

Glen Maimela, Rudzani Nedombeloni

AlterNative: An International Journal of Indigenous Peoples

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