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ORCIDRolf P. B. J. Dollevoet
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2020 – today
- 2024
[j11]Taniya Kapoor
, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations. Eng. Appl. Artif. Intell. 133: 108085 (2024)- [j10]Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Physics-Informed Neural Networks for Solving Forward and Inverse Problems in Complex Beam Systems. IEEE Trans. Neural Networks Learn. Syst. 35(5): 5981-5995 (2024) - [c11]Taniya Kapoor, Abhishek Chandra, Daniel M. Tartakovsky, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Neural Oscillators for Generalization of Physics-Informed Machine Learning. AAAI 2024: 13059-13067 - 2023
- [i4]Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Physics-informed neural networks for solving forward and inverse problems in complex beam systems. CoRR abs/2303.01055 (2023) - [i3]Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Physics-informed machine learning for moving load problems. CoRR abs/2304.00369 (2023) - [i2]Taniya Kapoor, Abhishek Chandra, Daniel M. Tartakovsky, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Neural oscillators for generalization of physics-informed machine learning. CoRR abs/2308.08989 (2023) - [i1]Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations. CoRR abs/2311.00578 (2023) - 2022
- [c10]Wassamon Phusakulkajorn, Jurjen Hendriks, Jan Moraal, Rolf P. B. J. Dollevoet, Zili Li, Alfredo Núñez:
A multiple spiking neural network architecture based on fuzzy intervals for anomaly detection: a case study of rail defects. FUZZ-IEEE 2022: 1-8 - [c9]Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Predicting traction return current in electric railway systems through physics-informed neural networks. SSCI 2022: 1460-1468 - 2020
- [j9]Hongrui Wang, Alfredo Núñez, Zhigang Liu, Dongliang Zhang, Rolf P. B. J. Dollevoet:
A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries. IEEE Trans. Intell. Transp. Syst. 21(10): 4037-4051 (2020)
2010 – 2019
- 2019
- [j8]Hongrui Wang, Zhigang Liu, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections. IEEE Trans. Instrum. Meas. 68(10): 3536-3547 (2019) - 2018
- [j7]Ling Chang, Rolf P. B. J. Dollevoet, Ramon F. Hanssen:
Monitoring Line-Infrastructure With Multisensor SAR Interferometry: Products and Performance Assessment Metrics. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(5): 1593-1605 (2018) - [j6]Zilong Wei, Anthonie Boogaard, Alfredo Núñez, Zili Li, Rolf P. B. J. Dollevoet:
An Integrated Approach for Characterizing the Dynamic Behavior of the Wheel-Rail Interaction at Crossings. IEEE Trans. Instrum. Meas. 67(10): 2332-2344 (2018) - [c8]Alfredo Núñez, Ali Jamshidi, Hongrui Wang, Jurjen Hendriks, Iván Ramírez, Jan Moraal, Rolf P. B. J. Dollevoet, Zili Li:
A Condition-Based Maintenance Methodology for Rails in Regional Railway Networks Using Evolutionary Multiobjective Optimization. CEC 2018: 1-7 - [c7]Ling Chang, Rolf P. B. J. Dollevoet, Ramon F. Hanssen:
Performance Assessment Metrics for Line-Infrastructure Monitoring with Multi-Sensor SAR Data. IGARSS 2018: 4423-4426 - 2017
- [j5]Zilong Wei, Alfredo Núñez, Zili Li, Rolf P. B. J. Dollevoet:
Evaluating Degradation at Railway Crossings Using Axle Box Acceleration Measurements. Sensors 17(10): 2236 (2017) - [j4]Ling Chang, Rolf P. B. J. Dollevoet, Ramon F. Hanssen:
Nationwide Railway Monitoring Using Satellite SAR Interferometry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(2): 596-604 (2017) - [c6]Hongrui Wang, Zhigang Liu, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Identification of the catenary structure wavelength using pantograph head acceleration measurements. I2MTC 2017: 1-6 - 2016
- [j3]Zhigang Liu, Hongrui Wang, Rolf P. B. J. Dollevoet, Yang Song, Alfredo Núñez, Jing Zhang:
Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph-Catenary Contact Force. IEEE Trans. Instrum. Meas. 65(10): 2272-2283 (2016) - 2015
- [j2]Zili Li, Maria Molodova, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Improvements in Axle Box Acceleration Measurements for the Detection of Light Squats in Railway Infrastructure. IEEE Trans. Ind. Electron. 62(7): 4385-4397 (2015) - [c5]Zhou Su, Alfredo Núñez, Ali Jamshidi, Simone Baldi, Zili Li, Rolf P. B. J. Dollevoet, Bart De Schutter:
Model Predictive Control for Maintenance Operations Planning of Railway Infrastructures. ICCL 2015: 673-688 - 2014
- [j1]Maria Molodova, Zili Li, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Automatic Detection of Squats in Railway Infrastructure. IEEE Trans. Intell. Transp. Syst. 15(5): 1980-1990 (2014) - [c4]Alfredo Núñez, Jurjen Hendriks, Zili Li, Bart De Schutter, Rolf P. B. J. Dollevoet:
Facilitating maintenance decisions on the Dutch railways using big data: The ABA case study. IEEE BigData 2014: 48-53 - [c3]Maria Molodova, Maider Oregui, Alfredo Núñez, Zili Li, Jan Moraal, Rolf P. B. J. Dollevoet:
Axle box acceleration for health monitoring of insulated joints: A case study in the Netherlands. ITSC 2014: 822-827 - [c2]Siamak Hajizadeh, Zili Li, Rolf P. B. J. Dollevoet, David M. J. Tax:
Evaluating Classification Performance with only Positive and Unlabeled Samples. S+SSPR 2014: 233-242 - 2013
- [c1]Maria Molodova, Zili Li, Alfredo Núñez, Rolf P. B. J. Dollevoet:
Monitoring the railway infrastructure: Detection of surface defects using wavelets. ITSC 2013: 1316-1321
Coauthor Index
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