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Research article

First published 2025

Pavement Cracking Prediction Models Based on Deep Learning Physics-Informed Neural Network

Ali Taheri, John Sobanjo, Michael Elwardany

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026-1

Physics-Informed Deep Learning Framework for Urban Traffic Network State Data Imputation

Siyuan Chen, Wei Wang, Shaoyang Qin [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-9

Physics-informed deep learning for scattered full wavefield reconstruction from a sparse set of sensor data for impact diagnosis in structural health monitoring

Sakib Ashraf Zargar, Fuh-Gwo Yuan

Structural Health Monitoring

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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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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

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Research article

First published 2025

A physics-informed temporal convolutional network model for vehicle lane-changing trajectory prediction on highways

Xixi Li, Minglun Ren, Nengying Chen [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Review article

First published 2026

Machine learning applications in wind energy production: Current status,challenges,and future directions

Shakir Ali Soomro, Nayyar Hussain Mirjat, Naveed Arshad [...]

Wind Engineering

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Review article

First published 2021-3

Impact diagnosis in stiffened structural panels using a deep learning approach

Sakib Ashraf Zargar, Fuh-Gwo Yuan

Structural Health Monitoring

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Research article

First published 2022-3

How Physical Stores Enhance Customer Value: The Importance of Product Inspection Depth

Jonathan Z. Zhang, Chun-Wei Chang, Scott A. Neslin

Journal of Marketing

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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

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