Beintema, Gerben I.

1. Deep Subspace Encoders for Nonlinear System Identification
   2022/10/26 by Gerben I. Beintema, Maarten Schoukens, Beintema, Gerben I. +3 · 4 citations
   Engineering · #Control Systems and Identification #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Fault Diagnosis Techniques #Machine Learning (cs.LG) #Structural Health Monitoring Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Baseline Results for Selected Nonlinear System Identification Benchmarks
   2024/05/17 by Max D. Champneys, Gerben I. Beintema, Champneys, Max D. +7 · 2 citations
   Engineering · Computer Science · #Control Systems and Identification #Sensor Technology and Measurement Systems
3. Continuous-time identification of dynamic state-space models by deep subspace encoding
   2022/04/20 by Gerben I. Beintema, Maarten Schoukens, Beintema, Gerben I. +3 · 1 citation
   Engineering · Physics and Astronomy · #Control Systems and Identification #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Deep-Learning-Based Identification of LPV Models for Nonlinear Systems
   2022/04/08 by Verhoek, Chris, Beintema, Gerben I., Haesaert, Sofie +2 · 1 citation
   #Dynamical Systems (math.DS) #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
5. Computationally efficient predictive control based on ANN state-space models
   2023/03/30 by Jan H. Hoekstra, Hoekstra, Jan H., Bence Cseppentő +9 · 1 citation
   Computer Science · Engineering · #Advanced Control Systems Optimization #FOS: Electrical engineering #Fuzzy Logic and Control Systems #Iterative Learning Control Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Port-Hamiltonian Neural Networks with Output Error Noise Models
   2025/02/20 by Moradi, Sarvin, Beintema, Gerben I., Jaensson, Nick +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)