Monitoring the railway infrastructure: Detection of surface defects using wavelets. - Maria Molodova; Zili Li 003; Alfredo Núñez; Rolf P. B. J. Dollevoet (ITSC, 2013)

Facilitating maintenance decisions on the Dutch railways using big data: The ABA case study. - Alfredo Núñez; Jurjen Hendriks; Zili Li 003; Bart De Schutter; Rolf P. B. J. Dollevoet (IEEE BigData, 2014)

Axle box acceleration for health monitoring of insulated joints: A case study in the Netherlands. - Maria Molodova; Maider Oregui; Alfredo Núñez; Zili Li 003; Jan Moraal; Rolf P. B. J. Dollevoet (ITSC, 2014)

Evaluating Classification Performance with only Positive and Unlabeled Samples. - Siamak Hajizadeh; Zili Li 003; Rolf P. B. J. Dollevoet; David M. J. Tax (S+SSPR, 2014)

Automatic Detection of Squats in Railway Infrastructure. - Maria Molodova; Zili Li 003; Alfredo Núñez; Rolf P. B. J. Dollevoet (IEEE Trans. Intell. Transp. Syst., 2014)

Model Predictive Control for Maintenance Operations Planning of Railway Infrastructures. - Zhou Su; Alfredo Núñez; Ali Jamshidi 002; Simone Baldi; Zili Li 003; Rolf P. B. J. Dollevoet; Bart De Schutter (ICCL, 2015)

Improvements in Axle Box Acceleration Measurements for the Detection of Light Squats in Railway Infrastructure. - Zili Li 003; Maria Molodova; Alfredo Núñez; Rolf P. B. J. Dollevoet (IEEE Trans. Ind. Electron., 2015)

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)

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)

Evaluating Degradation at Railway Crossings Using Axle Box Acceleration Measurements. - Zilong Wei; Alfredo Núñez; Zili Li 003; Rolf P. B. J. Dollevoet (Sensors, 2017)

Nationwide Railway Monitoring Using Satellite SAR Interferometry. - Ling Chang; Rolf P. B. J. Dollevoet; Ramon F. Hanssen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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)

Performance Assessment Metrics for Line-Infrastructure Monitoring with Multi-Sensor SAR Data. - Ling Chang; Rolf P. B. J. Dollevoet; Ramon F. Hanssen (IGARSS, 2018)

Monitoring Line-Infrastructure With Multisensor SAR Interferometry: Products and Performance Assessment Metrics. - Ling Chang; Rolf P. B. J. Dollevoet; Ramon F. Hanssen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

An Integrated Approach for Characterizing the Dynamic Behavior of the Wheel-Rail Interaction at Crossings. - Zilong Wei; Anthonie Boogaard; Alfredo Núñez; Zili Li 003; Rolf P. B. J. Dollevoet (IEEE Trans. Instrum. Meas., 2018)

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)

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)

A multiple spiking neural network architecture based on fuzzy intervals for anomaly detection: a case study of rail defects. - Wassamon Phusakulkajorn; Jurjen Hendriks; Jan Moraal; Rolf P. B. J. Dollevoet; Zili Li 003; Alfredo Núñez (FUZZ-IEEE, 2022)

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)

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)

Direct Monitoring of In-situ Rail Fastener Vibrations from a Moving Train with Laser Doppler Vibrometer. - Yuanchen Zeng; Alfredo Núñez; Arjen Zoeteman; Rolf P. B. J. Dollevoet; Zili Li 003 (ITSC, 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)

A Train-Borne Laser Vibrometer Solution Based on Multisignal Fusion for Self-Contained Railway Track Monitoring. - Yuanchen Zeng; Alfredo Núñez; Rolf P. B. J. Dollevoet; Arjen Zoeteman; Zili Li 003 (IEEE Trans. Ind. Informatics, 2025)

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)