A hybrid algorithm for solving the EEG inverse problem from spatio-temporal EEG data. - Guillaume Crevecoeur; Hans Hallez; Peter Van Hese; Yves D'Asseler; Luc Dupré; Rik Van de Walle (Medical Biol. Eng. Comput., 2008)

An Efficient 3-D Eddy-Current Solver Using an Independent Impedance Method for Transcranial Magnetic Stimulation. - Nele De Geeter; Guillaume Crevecoeur; Luc Dupré (IEEE Trans. Biomed. Eng., 2011)

Reduced Conductivity Dependence Method for Increase of Dipole Localization Accuracy in the EEG Inverse Problem. - Bertrand Russel Yitembe; Guillaume Crevecoeur; Roger Van Keer; Luc Dupré (IEEE Trans. Biomed. Eng., 2011)

Two-level refined direct optimization scheme using intermediate surrogate models for electromagnetic optimization of a switched reluctance motor. - Guillaume Crevecoeur; Ahmed Abou-Elyazied Abdallh; Ivo Couckuyt; Luc Dupré; Tom Dhaene (Eng. Comput., 2012)

A Simple Magnetostatic Sensing Method for Assessing the Local Hysteresis Properties in Ferromagnetic Sheet Materials. - Ivan J. Garshelis; Guillaume Crevecoeur (J. Sensors, 2012)

Magnetic nanoparticle imaging by random and maximum length sequences of inhomogeneous activation fields. - Daniel Baumgarten; Roland Eichardt; Guillaume Crevecoeur; Eko Supriyanto; Jens Haueisen (EMBC, 2013)

Subspace electrode selection methodology for EEG multiple source localization error reduction due to uncertain conductivity values. - Guillaume Crevecoeur; Bertrand Russel Yitembe; Luc Dupré; Roger Van Keer (EMBC, 2013)

Optimizing bipolar radiofrequency ablation treatment by means of pulsed currents. - Frederik Soetaert; Guillaume Crevecoeur; Luc Dupré (EMBC, 2013)

Bayesian inference in the uncertain EEG problem including local information and a sensor correlation matrix. - Rob H. De Staelen; Guillaume Crevecoeur; Tineke Goessens; Marián Slodicka (J. Comput. Appl. Math., 2013)

On cost function transformations for the reduction of uncertain model parameters' impact towards the optimal solutions. - Guillaume Crevecoeur; Rob H. De Staelen (J. Comput. Appl. Math., 2015)

Robustness Assessment of 1-D Electron Paramagnetic Resonance for Improved Magnetic Nanoparticle Reconstructions. - Annelies Coene; Guillaume Crevecoeur; Luc Dupré (IEEE Trans. Biomed. Eng., 2015)

Adaptive state space representations enabling reliable and robust decision-making in asynchronous drives for mechatronic applications. - Arne De Keyser; Dirk Stroobandt; Guillaume Crevecoeur (AIM, 2017)

Polynomial chaos explicit solution of the optimal control problem in Model Predictive Control. - Tom Lefebvre; Frederik M. De Belie; Guillaume Crevecoeur (AIM, 2017)

Thermal parameter identification of an electrical machine using inverse modelling and non-collocated thermal sensors. - Hendrik Vansompel; Anna Yarantseva; Peter Sergeant; Guillaume Crevecoeur (IEEE SENSORS, 2017)

Convex Mapping Formulations Enabling Optimal Power Split and Design of the Electric Drivetrain in All-Electric Vehicles. - Arne De Keyser; Matthias Vandeputte; Guillaume Crevecoeur (IEEE Trans. Veh. Technol., 2017)

Data-Driven Optimal Power Flow Management in an Electric Dual-Drive Topology for Vehicle Electrification. - Arne De Keyser; Guillaume Crevecoeur (AIM, 2018)

Model-based optimal design of a magnetic nanoparticle tomographic imaging setup. - Rikkert Van Durme; Annelies Coene; Guillaume Crevecoeur; Luc Dupré (ISBI, 2018)

A Radial Basis Function based Optimization Algorithm with Regular Simplex set geometry in Ellipsoidal Trust-Regions. - Tom Lefebvre; Frederik De Belie; Guillaume Crevecoeur (CoRR, 2018)

Hybrid derivative functions for identification of unknown loads and physical parameters with application on slider-crank mechanism. - Wannes De Groote; Edward Kikken; Srajan Goyal; Sofie Van Hoecke; Erik Hostens; Guillaume Crevecoeur (AIM, 2019)

Integrated Offline Reinforcement Learning for Optimal Power Flow Management in an Electric Dual-Drive Vehicle. - Arne De Keyser; Guillaume Crevecoeur (AIM, 2019)

Adaptive Approximate Dynamic Optimization : a slider-crank case study. - Tom Lefebvre; Frederik De Belie; Frank Naets; Guillaume Crevecoeur (AIM, 2019)

Path Integral Policy Improvement with Differential Dynamic Programming. - Tom Lefebvre; Guillaume Crevecoeur (AIM, 2019)

About Satisfying String Stability Using Heterogenous Unidirectional Controllers. - Arash Farnam; Guillaume Crevecoeur (CoDIT, 2019)

Inverse Stochastic Quadcopter Trajectory Generation using Flat Inverse Dynamics and Polynomial Chaos Uncertainty Propagation. - Tom Lefebvre; Frederik De Belie; Guillaume Crevecoeur (CoDIT, 2019)

Data-driven discovery of the heat equation in an induction machine via sparse regression. - Saeideh Khatiry Goharoodi; Pieter Nguyen Phuc; Luc Dupré; Guillaume Crevecoeur (ICIT, 2019)

A Multi-Channel Temperature Monitoring System for Inverter-Fed Electrical Machines. - Pieter Nguyen Phuc; Dimitar V. Bozalakov; Hendrik Vansompel; Kurt Stockman; Guillaume Crevecoeur (IECON, 2019)

Series and Parallel Capacitor Compensation of the Transmitter in a Magnetic Resonance Based Motoring System. - Matthias Vandeputte; Luc Dupré; Guillaume Crevecoeur (IECON, 2019)

Neural Network Augmented Physics Models for Systems with Partially Unknown Dynamics: Application to Slider-Crank Mechanism. - Wannes De Groote; Edward Kikken; Erik Hostens; Sofie Van Hoecke; Guillaume Crevecoeur (CoRR, 2019)

Adaptive Convex Loss Mappings for Enhanced Loss Assessment in Asynchronous Drives. - Arne De Keyser; Hendrik Vansompel; Guillaume Crevecoeur (IEEE Trans. Control. Syst. Technol., 2019)

An Inverse Thermal Modeling Approach for Thermal Parameter and Loss Identification in an Axial Flux Permanent Magnet Machine. - Hendrik Vansompel; Anna Yarantseva; Peter Sergeant; Guillaume Crevecoeur (IEEE Trans. Ind. Electron., 2019)

Towards accelerated robotic deployment by supervised learning of latent space observer and policy from simulated experiments with expert policies. - Olivier Algoet; Tom Lefebvre; Guillaume Crevecoeur (AIM, 2020)

Drivetrain System Identification in a Multi-Task Learning Strategy using Partial Asynchronous Elastic Averaging Stochastic Gradient Descent. - Tom Staessens; Guillaume Crevecoeur (AIM, 2020)

Impossibility of BIBO-Type String Stability with Homogeneous Controllers and Constant Spacing Policy. - Arash Farnam; Guillaume Crevecoeur (ANZCC, 2020)

Fast performance assessment of mechatronic designs integrating CAD and dynamical models with application on servo actuated designs. - Thijs Van Hauwermeiren; Annelies Coene; Guillaume Crevecoeur (CASE, 2020)

A relaxed model selection method for Duffing oscillator identification. - Saeideh Khatiry Goharoodi; Kevin Dekemele; Mia Loccufier; Luc Dupré; Guillaume Crevecoeur (MED, 2020)

Evolutionary-Based Sparse Regression for the Experimental Identification of Duffing Oscillator. - Saeideh Khatiry Goharoodi; Kevin Dekemele; Mia Loccufier; Luc Dupré; Guillaume Crevecoeur (CoRR, 2020)

On Entropic Optimization and Path Integral Control. - Tom Lefebvre; Guillaume Crevecoeur (CoRR, 2020)

On Entropy Regularized Path Integral Control for Trajectory Optimization. - Tom Lefebvre; Guillaume Crevecoeur (Entropy, 2020)

Comparison of Collision Detection Techniques for High-Speed Industrial Robot Actuators with Overload Clutch. - Frederik Ostyn; Bram Vanderborght; Guillaume Crevecoeur (AIM, 2021)

Sparse Multi-sensor Monitoring System Design for Vehicle Application. - Saeideh Khatiry Goharoodi; Ted Ooijevaar; Abdellatif Bey-Temsamani; Guillaume Crevecoeur (CASE, 2021)

Scalable Distributed State Estimation for a Class of State-Saturated Systems Subject to Quantization Effects. - Hossein Rezaei; Arash Farnam; Farshad Rahimi; Guillaume Crevecoeur (IEEE Access, 2021)

Overload Clutch Design for Collision Tolerant High-Speed Industrial Robots. - Frederik Ostyn; Tom Lefebvre; Bram Vanderborght; Guillaume Crevecoeur (IEEE Robotics Autom. Lett., 2021)

Real-Time Energy-Efficient Actuation of Induction Motor Drives Using Approximate Dynamic Programming. - Arne De Keyser; Hendrik Vansompel; Guillaume Crevecoeur (IEEE Trans. Ind. Electron., 2021)

Bayesian Convolutional Neural Networks for Remaining Useful Life Prognostics of Solenoid Valves With Uncertainty Estimations. - Tamir Mazaev; Guillaume Crevecoeur; Sofie Van Hoecke (IEEE Trans. Ind. Informatics, 2021)

Preventing Catastrophic Forgetting using Prior Transfer in Physics Informed Bayesian Neural Networks. - Cedric Van Heck; Annelies Coene; Guillaume Crevecoeur (AIM, 2022)

Entropy Regularised Deterministic Optimal Control: From Path Integral Solution to Sample-Based Trajectory Optimisation. - Tom Lefebvre; Guillaume Crevecoeur (AIM, 2022)

Comparative Study of Sample Based Model Predictive Control With Application to Autonomous Racing. - Thomas Neve; Tom Lefebvre; Guillaume Crevecoeur (AIM, 2022)

Efficient ODE Substructure Identification of the Acrobot under Partial Observability using Neural Networks and Direct Multiple Shooting. - Victor Vantilborgh; Tom Lefebvre; Guillaume Crevecoeur (AIM, 2022)

Comparative Study of Co-Design Strategies for Mission-Specific Design of Quadcopters using Differential Flatness and Bayesian Optimization. - Jolan Wauters; Tom Lefebvre; Guillaume Crevecoeur (AIM, 2022)

Physics Informed LSTM Network for Flexibility Identification in Evaporative Cooling Systems. - Manu Lahariya; Farzaneh Karami; Chris Develder; Guillaume Crevecoeur (CoRR, 2022)

Evolutionary sparse data-driven discovery of complex multibody system dynamics. - Ehsan Askari; Guillaume Crevecoeur (CoRR, 2022)

Robust Stability Analysis of Interval Fractional-Order Plants With Interval Time Delay and General Form of Fractional-Order Controllers. - Majid Ghorbani; Mahsan Tavakoli-Kakhki; Aleksei Tepljakov; Eduard Petlenkov; Arash Farnam; Guillaume Crevecoeur (IEEE Control. Syst. Lett., 2022)

A Soft Barometric Tactile Sensor to Simultaneously Localize Contact and Estimate Normal Force With Validation to Detect Slip in a Robotic Gripper. - Thomas De Clercq; Anatolii Sianov; Guillaume Crevecoeur (IEEE Robotics Autom. Lett., 2022)

Design and Control of a Quasi-Direct Drive Robotic Gripper for Collision Tolerant Picking At High Speed. - Frederik Ostyn; Bram Vanderborght; Guillaume Crevecoeur (IEEE Robotics Autom. Lett., 2022)

Overload Clutch With Integrated Torque Sensing and Decoupling Detection for Collision Tolerant Hybrid High-Speed Industrial Cobots. - Frederik Ostyn; Bram Vanderborght; Guillaume Crevecoeur (IEEE Robotics Autom. Lett., 2022)

Adaptive Control of a Mechatronic System Using Constrained Residual Reinforcement Learning. - Tom Staessens; Tom Lefebvre; Guillaume Crevecoeur (IEEE Trans. Ind. Electron., 2022)

Towards Task Tailored Articulated Robot Designs. - Tom Lefebvre; Jolan Wauters; Frederik Ostyn; Guillaume Crevecoeur (AIM, 2023)

Flatness-based MPC using B-splines transcription with application to a Pusher-Slider System. - Thomas Neve; Tom Lefebvre; Sander De Witte; Guillaume Crevecoeur (AIM, 2023)

Data-driven Identification of Stochastic System Dynamics under Partial Observability Using Physics-Based Model Priors with Application to Acrobot. - Victor Vantilborgh; Tom Lefebvre; Guillaume Crevecoeur (AIM, 2023)

Multi-Objective Co-Design for Mission-Specific Development of Unmanned Aerial Systems. - Jolan Wauters; Tom Lefebvre; Guillaume Crevecoeur (AIM, 2023)

A Supervisory Learning Control Framework for Autonomous & Real-time Task Planning for an Underactuated Cooperative Robotic task. - Sander De Witte; Tom Lefebvre; Thijs Van Hauwermeiren; Guillaume Crevecoeur (AIM, 2023)

Hybrid Modeling of an Adhesive Bonding Process, Case Study: Polyphenylene Sulfide. - Saeideh Khatiry Goharoodi; Jeroen Jordens; Bart Van Doninck; Guillaume Crevecoeur (CoDIT, 2023)

Physics-Informed LSTM Network for Flexibility Identification in Evaporative Cooling System. - Manu Lahariya; Farzaneh Karami; Chris Develder; Guillaume Crevecoeur (IEEE Trans. Ind. Informatics, 2023)

A posteriori control densities: Imitation learning from partial observations. - Tom Lefebvre; Guillaume Crevecoeur (Pattern Recognit. Lett., 2023)

Anodized Aluminum Foil Winding Axial Flux Machine for Direct-Drive Robotic Applications. - Jordi Van Damme; Hendrik Vansompel; Guillaume Crevecoeur (IEEE Trans. Ind. Electron., 2023)

Disturbance Propagation in Vehicle Platoons: Symmetric Bidirectional Interconnections. - Arash Farnam; Milad Farsi; Majid Ghorbani; Nasser Lashgarian Azad; Guillaume Crevecoeur (ACC, 2024)

Graphical Tuning for Robust Stabilization: Implementable Stability Regions for Fractional-Order Proportional Integral Controllers in Interval Fractional-Order Systems. - Majid Ghorbani; Arash Farnam; Aleksei Tepljakov; Eduard Petlenkov; Guillaume Crevecoeur; Azim Eskandarian (CDC, 2024)

Reactive Planning MPC of Pusher-Sliders with Obstacle Avoidance and Imposed Velocity Profiles. - Sander De Witte; Thomas Neve; Tom Lefebvre; Guillaume Crevecoeur (CoDIT, 2024)

Adaptive Risk-Sensitive Optimal Control with Dual Features Through Active Inference. - Mohammad Mahmoudi Filabadi; Tom Lefebvre; Guillaume Crevecoeur (ECC, 2024)

Dynamic Feedback Linearization of Flying Wings With Real-time Newton-Raphson Iterations. - Tom Lefebvre; Jolan Wauters; Guillaume Crevecoeur (ECC, 2024)

Trajectory Planning of Slider-Pushers in Cluttered Environments with Automatic Switching. - Thomas Neve; Sander De Witte; Tom Lefebvre; Guillaume Crevecoeur (ECC, 2024)

Variational Inference for SDEs Driven by Fractional Noise. - Rembert Daems; Manfred Opper; Guillaume Crevecoeur; Tolga Birdal (ICLR, 2024)

Accelerating Robotic Picking of Rigid Objects with a Compliant Pneumatic Gripper and an Impact-Aware Trajectory Plan. - Frederik Ostyn; Bram Vanderborght; Guillaume Crevecoeur (ICRA, 2024)

Diffusion-based reinforcement learning for flexibility improvement in energy management systems. - Siebe Paesschesoone; Nezmin Kayedpour; Carlo Manna; Guillaume Crevecoeur (ISGT EUROPE, 2024)

Soft Barometric Tactile Sensor Utilizing Iterative Pressure Reconstruction. - Thomas De Clercq; Anatolii Sianov; Frederik Ostyn; Guillaume Crevecoeur (IEEE Access, 2024)

Optimized Magnetic Particle Navigation Based on Data-Driven Model for Enhanced Drug Targeting. - Rikkert Van Durme; Guillaume Crevecoeur; Luc Dupré; Annelies Coene (IEEE Access, 2024)

Deterministic Trajectory Optimization through Probabilistic Optimal Control. - Mohammad Mahmoudi Filabadi; Tom Lefebvre; Guillaume Crevecoeur (CoRR, 2024)

An Optimal Control Framework for Airborne Wind Energy Systems with a Flexible Tether. - Omid Heydarnia; Jolan Wauters; Tom Lefebvre; Guillaume Crevecoeur (CoRR, 2024)

Introducing DAIMYO: a first-time-right dynamic design architecture and its application to tail-sitter UAS development. - Jolan Wauters; Tom Lefebvre; Joris Degroote; Ivo Couckuyt; Guillaume Crevecoeur (CoRR, 2024)

Probabilistic Latent Variable Modeling for Dynamic Friction Identification and Estimation. - Victor Vantilborgh; Sander De Witte; Frederik Ostyn; Tom Lefebvre; Guillaume Crevecoeur (CoRR, 2024)

Wind Turbine Hybrid Physics-Based Deep Learning Model for a Health Monitoring Approach Considering Provision of Ancillary Services. - Nezmin Kayedpour; Jixiang Qing; Jolan Wauters; Jeroen D. M. De Kooning; Ivo Couckuyt; Guillaume Crevecoeur (IEEE Trans. Instrum. Meas., 2024)

Improving the Collision Tolerance of High-Speed Industrial Robots via Impact-Aware Path Planning and Series Clutched Actuation. - Frederik Ostyn; Bram Vanderborght; Guillaume Crevecoeur (IEEE Trans. Robotics, 2024)

KeyCLD: Learning constrained Lagrangian dynamics in keypoint coordinates from images. - Rembert Daems; Jeroen Taets; Francis Wyffels; Guillaume Crevecoeur (Neurocomputing, 2024)

Data-Driven Virtual Sensing for Probabilistic Condition Monitoring of Solenoid Valves. - Victor Vantilborgh; Tom Lefebvre; Kerem Eryilmaz; Guillaume Crevecoeur (IEEE Trans Autom. Sci. Eng., 2024)

Integrated Barometric Pressure Sensors on Legged Robots for Enhanced Tactile Exploration of Edges. - Thijs Van Hauwermeiren; Anatolii Sianov; Annelies Coene; Guillaume Crevecoeur (IEEE Robotics Autom. Lett., 2024)

Energy-Based Exploration for Reinforcement Learning of Underactuated Mechanical Systems. - Jeroen Taets; Tom Lefebvre; Frederik Ostyn; Guillaume Crevecoeur (IEEE Access, 2025)

Speed and Position Measurement of Rotating Machinery With a Triangular Pattern Vision Encoder. - Yentl Thielemans; Nezmin Kayedpour; Annelies Coene; Guillaume Crevecoeur; Jeroen D. M. De Kooning (IEEE Trans. Instrum. Meas., 2025)

Efficient Training of Neural SDEs Using Stochastic Optimal Control. - Rembert Daems; Manfred Opper; Guillaume Crevecoeur; Tolga Birdal (CoRR, 2025)

Computing stabilising regions: FOPID controller methodology for interval fractional-order plants with time delay. - Majid Ghorbani; Babak Mehdizadeh Gavgani; Arash Farnam; Aleksei Tepljakov; Eduard Petlenkov; Guillaume Crevecoeur (Int. J. Syst. Sci., 2025)

Real-Time Trajectory Adaptation for Tossing Robots Using Soft Switching Multiple Model Predictive Control. - Babak Mehdizadeh Gavgani; Thijs Van Hauwermeiren; Arash Farnam; Majid Ghorbani; Jeroen D. M. De Kooning; Guillaume Crevecoeur (J. Intell. Robotic Syst., 2025)