Rolf P. B. J. Dollevoet

Orcid: 0000-0002-8279-8284

According to our database1, Rolf P. B. J. Dollevoet authored at least 23 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Physics-Informed Neural Networks for Solving Forward and Inverse Problems in Complex Beam Systems.
IEEE Trans. Neural Networks Learn. Syst., May, 2024

Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations.
Eng. Appl. Artif. Intell., 2024

Neural Oscillators for Generalization of Physics-Informed Machine Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Physics-informed machine learning for moving load problems.
CoRR, 2023

2022
Predicting traction return current in electric railway systems through physics-informed neural networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

A multiple spiking neural network architecture based on fuzzy intervals for anomaly detection: a case study of rail defects.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2020
A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries.
IEEE Trans. Intell. Transp. Syst., 2020

2019
Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections.
IEEE Trans. Instrum. Meas., 2019

2018
An Integrated Approach for Characterizing the Dynamic Behavior of the Wheel-Rail Interaction at Crossings.
IEEE Trans. Instrum. Meas., 2018

Monitoring Line-Infrastructure With Multisensor SAR Interferometry: Products and Performance Assessment Metrics.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Performance Assessment Metrics for Line-Infrastructure Monitoring with Multi-Sensor SAR Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Condition-Based Maintenance Methodology for Rails in Regional Railway Networks Using Evolutionary Multiobjective Optimization.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Nationwide Railway Monitoring Using Satellite SAR Interferometry.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Evaluating Degradation at Railway Crossings Using Axle Box Acceleration Measurements.
Sensors, 2017

Identification of the catenary structure wavelength using pantograph head acceleration measurements.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

2016
Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph-Catenary Contact Force.
IEEE Trans. Instrum. Meas., 2016

2015
Improvements in Axle Box Acceleration Measurements for the Detection of Light Squats in Railway Infrastructure.
IEEE Trans. Ind. Electron., 2015

Model Predictive Control for Maintenance Operations Planning of Railway Infrastructures.
Proceedings of the Computational Logistics - 6th International Conference, 2015

2014
Automatic Detection of Squats in Railway Infrastructure.
IEEE Trans. Intell. Transp. Syst., 2014

Evaluating Classification Performance with only Positive and Unlabeled Samples.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Axle box acceleration for health monitoring of insulated joints: A case study in the Netherlands.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Facilitating maintenance decisions on the Dutch railways using big data: The ABA case study.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013
Monitoring the railway infrastructure: Detection of surface defects using wavelets.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013


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