Erik Hostens

Flanders Make (Belgium) — Belgium

Computer Science · Physical Sciences

9h-index375citations32works4.02yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(8), Quantum Information and Cryptography(6), Quantum Mechanics and Applications(5), Machine Fault Diagnosis Techniques(4), Indoor and Outdoor Localization Technologies(4)

Publications32 total

Bayesian Networks for Remaining Useful Life Prediction
PHM Society European Conference·2024· 4 citedOpen Access
Device-Level and System-Level Autocalibration of Ultra-Wide-Band Localization
2023
Quantitative Evaluation of Electric Features for Health Monitoring and Assessment of AC-Powered Solenoid Operated Valves⋆
IFAC-PapersOnLine·2023Open Access
Probabilistic Physics-Augmented Neural Networks for Robust Control Applied to a Slider-Crank System
2023Open Access
Physics-Inspired Feature Engineering for Condition Monitoring of Alternating Current-Powered Solenoid-Operated Valves
Lecture notes in mechanical engineering·2023· 2 cited
Ultra-Wideband Localization: Advancements in Device and System Calibration for Enhanced Accuracy and Flexibility
IEEE Journal of Indoor and Seamless Positioning and Navigation·2023· 4 citedOpen Access
An improved first-principle model of AC powered solenoid operated valves for maintenance applications
ISA Transactions·2022· 7 citedOpen Access
Approximating Nonlinear Model Predictive Controllers using Support Vector Machines
2021· 2 cited
Neural Network Augmented Physics Models for Systems With Partially Unknown Dynamics: Application to Slider–Crank Mechanism
IEEE/ASME Transactions on Mechatronics·2021· 48 citedOpen Access
Physics-Informed Neural Networks (PINNs) for Improving a Thermal Model in Stereolithography Applications
Procedia CIRP·2021· 9 citedOpen Access
PROUD: A Hybrid Model-Based/Learning Approach for Symbolic-Level Robot Programming by User Demonstration
Lirias (KU Leuven)·2020Open Access
Improving the Accuracy and Robustness of Ultra-Wideband Localization Through Sensor Fusion and Outlier Detection
IEEE Robotics and Automation Letters·2019· 29 citedOpen Access
Hybrid derivative functions for identification of unknown loads and physical parameters with application on slider-crank mechanism
2019· 2 cited
A Convolutional Neural Network Aided Physical Model Improvement for AC Solenoid Valves Diagnosis
2019· 14 citedOpen Access
An Input- Mapping Initialization Approach to Accelerate Iterative Learning of Similar Tasks
2019· 3 citedOpen Access
Information Theoretic Framework for the Optimization of UWB Localization Systems
2018· 8 cited
Learning Control in Practice: Novel Paradigms for Industrial Applications
2018 IEEE Conference on Control Technology and Applications (CCTA)·2018· 5 cited
RoFaLT: An optimization-based learning control tool for nonlinear systems
2018· 5 cited
Online motion planning for autonomous vehicles in vast environments
2018· 10 citedOpen Access
Driver Modeling for Heavy Hybrid Vehicle Energy Management
2014· 3 cited
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Frequent Co-authors

Jeroen Dehaene(9), Bart De Moor(9), Agusmian Partogi Ompusunggu(5), Risang Yudanto(4), Edward Kikken(3), Sofie Van Hoecke(3), Georges Tod(3), Jeroen Willems(3), Armin Steinhauser(3), Jan Swevers(3), Wannes De Groote(2), Guillaume Crevecoeur(2), Jan Steckel(2), Kerem Eryılmaz(2), Goele Pipeleers(2), Ted Ooijevaar(2), Peter Vrancx(2), Ann Nowé(2), Bruno Depraetere(2), Jianqiao Cheng(2)