227 citations
- KU LeuvenBE24 papers
- University of AntwerpBE23 papers
- Ghent UniversityBE19 papers
- Hasselt UniversityBE9 papers
- University of ReadingGB7 papers
- Technical University of MunichDE5 papers
- Vrije Universiteit BrusselBE5 papers
- Eindhoven University of TechnologyNL4 papers
- University of MonsBE3 papers
- Core Laboratories (United States)US2 papers
- Corvinus University of BudapestHU2 papers
- Ghent University HospitalBE2 papers
Showing 2019Show all
3 papers · 1 filter
math.OC2019★ 15 cited
QPALM: A Newton-type Proximal Augmented Lagrangian Method for Quadratic Programs
Ben Hermans, Andreas Themelis, Panagiotis Patrinos
We present a proximal augmented Lagrangian based solver for general convex quadratic programs (QPs), relying on semismooth Newton iterations with exact line search to solve the inn…
eess.SY2019★ 53 cited
Neural Network Augmented Physics Models for Systems with Partially Unknown Dynamics: Application to Slider-Crank Mechanism
Wannes De Groote, Edward Kikken, Erik Hostens +2
Dynamic models of mechatronic systems are abundantly used in the context of motion control and design of complex servo applications. In practice, these systems are often plagued by…
stat.AP2019★ 4 cited
Inverse Parametric Uncertain Identification using Polynomial Chaos and high-order Moment Matching benchmarked on a Wet Friction Clutch
Wannes De Groote, Tom Lefebvre, Georges Tod +4
A numerically efficient inverse method for parametric model uncertainty identification using maximum likelihood estimation is presented. The goal is to identify a probability model…