Browsing by Author "Crevecoeur, Guillaume"

Bayesian Convolutional Neural Networks for Remaining Useful Life Prognostics of Solenoid Valves With Uncertainty Estimations

Data-driven Prognostics of Alternating Current Solenoid Valves

KeyCLD: Learning constrained Lagrangian dynamics in keypoint coordinates from images

Neural Network Augmented Physics Models for Systems With Partially Unknown Dynamics: Application to Slider-Crank Mechanism

Overload Clutch Design for Collision Tolerant High-Speed Industrial Robots

Overload Clutch With Integrated Torque Sensing and Decoupling Detection for Collision Tolerant Hybrid High-Speed Industrial Cobots

Physics-Informed LSTM Network for Flexibility Identification in Evaporative Cooling System

Prediction of follower jumps in cam-follower mechanisms: The benefit of using physics-inspired features in recurrent neural networks

Series Clutched Actuation for Collision-Tolerant High-Speed Robots

Wind Turbine Hybrid Physics-Based Deep Learning Model for a Health Monitoring Approach Considering Provision of Ancillary Services