Hongrui Wang

26 papers A* 1B 1C 1Journal 20Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Neural Differential Equation-Based Two-Stage Approach for Generalization of Beam Dynamics.
IEEE Trans. Ind. Informatics
Taniya Kapoor, Hongrui Wang, Anastasios Stamou, Kareem El Sayed, Alfredo Núñez, Daniel M. Tartakovsky, Rolf P. B. J. Dollevoet
2024 A* conf
Neural Oscillators for Generalization of Physics-Informed Machine Learning.
AAAI
Taniya Kapoor, Abhishek Chandra, Daniel M. Tartakovsky, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2024 J jnl
Physics-Informed Neural Networks for Solving Forward and Inverse Problems in Complex Beam Systems.
IEEE Trans. Neural Networks Learn. Syst.
Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2024 J jnl
Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations.
Eng. Appl. Artif. Intell.
Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2023 J jnl
Neural oscillators for generalization of physics-informed machine learning.
CoRR
Taniya Kapoor, Abhishek Chandra, Daniel M. Tartakovsky, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2023 J jnl
Physics-informed machine learning for moving load problems.
CoRR
Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2023 J jnl
Physics-informed neural networks for solving forward and inverse problems in complex beam systems.
CoRR
Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2023 J jnl
Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations.
CoRR
Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2022 J jnl
Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways.
IEEE Trans. Intell. Transp. Syst.
Junping Zhong, Zhigang Liu, Cheng Yang, Hongrui Wang, Shibin Gao, Alfredo Núñez
2022 — conf
Predicting traction return current in electric railway systems through physics-informed neural networks.
SSCI
Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2022 J jnl
Rail Break Prediction and Cause Analysis Using Imbalanced In-Service Train Data.
IEEE Trans. Instrum. Meas.
Cheng Zeng, Jinsong Huang, Hongrui Wang, Jiawei Xie, Shan Huang
2021 J jnl
A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization.
IEEE Trans. Instrum. Meas.
Junping Zhong, Zhigang Liu, Hongrui Wang, Wenqiang Liu, Cheng Yang, Zhiwei Han, Alfredo Núñez
2021 J jnl
A Response Spectrum Analysis of Wind Deflection in Railway Overhead Contact Lines Using Pseudo-Excitation Method.
IEEE Trans. Veh. Technol.
Yang Song, Mingjie Zhang, Hongrui Wang
2021 J jnl
An Investigation on the Current Collection Quality of Railway Pantograph-Catenary Systems With Contact Wire Wear Degradations.
IEEE Trans. Instrum. Meas.
Yang Song, Hongrui Wang, Zhigang Liu
2020 J jnl
A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries.
IEEE Trans. Intell. Transp. Syst.
Hongrui Wang, Alfredo Núñez, Zhigang Liu, Dongliang Zhang, Rolf P. B. J. Dollevoet
2020 — conf
Reinforcement Learning in Railway Timetable Rescheduling.
ITSC
Yongqiu Zhu, Hongrui Wang, Rob M. P. Goverde
2020 C conf
Unsupervised anomaly detection in railway catenary condition monitoring using autoencoders.
IECON
Hongrui Wang
2019 J jnl
Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections.
IEEE Trans. Instrum. Meas.
Hongrui Wang, Zhigang Liu, Alfredo Núñez, Rolf P. B. J. Dollevoet
2019 J jnl
Pareto-Based Maintenance Decisions for Regional Railways With Uncertain Weld Conditions Using the Hilbert Spectrum of Axle Box Acceleration.
IEEE Trans. Ind. Informatics
Alfredo Núñez, Ali Jamshidi, Hongrui Wang
2018 B conf
A Condition-Based Maintenance Methodology for Rails in Regional Railway Networks Using Evolutionary Multiobjective Optimization.
CEC
Alfredo Núñez, Ali Jamshidi, Hongrui Wang, Jurjen Hendriks, Iván Ramírez, Jan Moraal, Rolf P. B. J. Dollevoet, Zili Li
2018 J jnl
Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network.
IEEE Trans. Instrum. Meas.
Junwen Chen, Zhigang Liu, Hongrui Wang, Alfredo Núñez, Zhiwei Han
2017 J jnl
Ensemble EMD-based signal denoising using modified interval thresholding.
IET Signal Process.
Hongrui Wang, Zhigang Liu, Yang Song, Xiaobing Lu
2017 — conf
Identification of the catenary structure wavelength using pantograph head acceleration measurements.
I2MTC
Hongrui Wang, Zhigang Liu, Alfredo Núñez, Rolf P. B. J. Dollevoet
2017 J jnl
Prior-Information-Based Finite-Frequency H
IEEE Trans. Veh. Technol.
Xiaobing Lu, Zhigang Liu, Jing Zhang, Hongrui Wang, Yang Song, Fuchuan Duan
2016 J jnl
Detection of Contact Wire Irregularities Using a Quadratic Time-Frequency Representation of the Pantograph-Catenary Contact Force.
IEEE Trans. Instrum. Meas.
Hongrui Wang, Zhigang Liu, Yang Song, Xiaobing Lu, Zhiwei Han, Jing Zhang, Ying Wang
2016 J jnl
Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph-Catenary Contact Force.
IEEE Trans. Instrum. Meas.
Zhigang Liu, Hongrui Wang, Rolf P. B. J. Dollevoet, Yang Song, Alfredo Núñez, Jing Zhang