Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph-Catenary Contact Force. - Zhigang Liu 001; Hongrui Wang 001; Rolf P. B. J. Dollevoet; Yang Song 014; Alfredo Núñez; Jing Zhang 045 (IEEE Trans. Instrum. Meas., 2016)

Detection of Contact Wire Irregularities Using a Quadratic Time-Frequency Representation of the Pantograph-Catenary Contact Force. - Hongrui Wang 001; Zhigang Liu 001; Yang Song 014; Xiaobing Lu; Zhiwei Han; Jing Zhang 045; Ying Wang (IEEE Trans. Instrum. Meas., 2016)

Identification of the catenary structure wavelength using pantograph head acceleration measurements. - Hongrui Wang 001; Zhigang Liu 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (I2MTC, 2017)

Ensemble EMD-based signal denoising using modified interval thresholding. - Hongrui Wang 001; Zhigang Liu 001; Yang Song 014; Xiaobing Lu (IET Signal Process., 2017)

Prior-Information-Based Finite-Frequency H∞ Control for Active Double Pantograph in High-Speed Railway. - Xiaobing Lu; Zhigang Liu 001; Jing Zhang 045; Hongrui Wang 001; Yang Song 014; Fuchuan Duan (IEEE Trans. Veh. Technol., 2017)

A Condition-Based Maintenance Methodology for Rails in Regional Railway Networks Using Evolutionary Multiobjective Optimization. - Alfredo Núñez; Ali Jamshidi 002; Hongrui Wang 001; Jurjen Hendriks; Iván Ramírez; Jan Moraal; Rolf P. B. J. Dollevoet; Zili Li 003 (CEC, 2018)

Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network. - Junwen Chen; Zhigang Liu 001; Hongrui Wang 001; Alfredo Núñez; Zhiwei Han (IEEE Trans. Instrum. Meas., 2018)

Pareto-Based Maintenance Decisions for Regional Railways With Uncertain Weld Conditions Using the Hilbert Spectrum of Axle Box Acceleration. - Alfredo Núñez; Ali Jamshidi 002; Hongrui Wang 001 (IEEE Trans. Ind. Informatics, 2019)

Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections. - Hongrui Wang 001; Zhigang Liu 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (IEEE Trans. Instrum. Meas., 2019)

Unsupervised anomaly detection in railway catenary condition monitoring using autoencoders. - Hongrui Wang 001 (IECON, 2020)

Reinforcement Learning in Railway Timetable Rescheduling. - Yongqiu Zhu; Hongrui Wang 001; Rob M. P. Goverde (ITSC, 2020)

A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries. - Hongrui Wang 001; Alfredo Núñez; Zhigang Liu 001; Dongliang Zhang; Rolf P. B. J. Dollevoet (IEEE Trans. Intell. Transp. Syst., 2020)

An Investigation on the Current Collection Quality of Railway Pantograph-Catenary Systems With Contact Wire Wear Degradations. - Yang Song 014; Hongrui Wang 001; Zhigang Liu 001 (IEEE Trans. Instrum. Meas., 2021)

A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization. - Junping Zhong; Zhigang Liu 001; Hongrui Wang 001; Wenqiang Liu; Cheng Yang 018; Zhiwei Han; Alfredo Núñez (IEEE Trans. Instrum. Meas., 2021)

A Response Spectrum Analysis of Wind Deflection in Railway Overhead Contact Lines Using Pseudo-Excitation Method. - Yang Song 014; Mingjie Zhang; Hongrui Wang 001 (IEEE Trans. Veh. Technol., 2021)

Predicting traction return current in electric railway systems through physics-informed neural networks. - Taniya Kapoor; Hongrui Wang 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (SSCI, 2022)

Rail Break Prediction and Cause Analysis Using Imbalanced In-Service Train Data. - Cheng Zeng; Jinsong Huang; Hongrui Wang 001; Jiawei Xie; Shan Huang (IEEE Trans. Instrum. Meas., 2022)

Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways. - Junping Zhong; Zhigang Liu 001; Cheng Yang 018; Hongrui Wang 001; Shibin Gao; Alfredo Núñez (IEEE Trans. Intell. Transp. Syst., 2022)

Physics-informed machine learning for moving load problems. - Taniya Kapoor; Hongrui Wang 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (CoRR, 2023)

Neural Oscillators for Generalization of Physics-Informed Machine Learning. - Taniya Kapoor; Abhishek Chandra; Daniel M. Tartakovsky; Hongrui Wang 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (AAAI, 2024)

Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations. - Taniya Kapoor; Hongrui Wang 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (Eng. Appl. Artif. Intell., 2024)

Physics-Informed Neural Networks for Solving Forward and Inverse Problems in Complex Beam Systems. - Taniya Kapoor; Hongrui Wang 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (IEEE Trans. Neural Networks Learn. Syst., 2024)

Neural Differential Equation-Based Two-Stage Approach for Generalization of Beam Dynamics. - Taniya Kapoor; Hongrui Wang 001; Anastasios Stamou; Kareem El Sayed; Alfredo Núñez; Daniel M. Tartakovsky; Rolf P. B. J. Dollevoet (IEEE Trans. Ind. Informatics, 2025)