Product Family Design Optimization Using Model-Based Engineering Techniques. - David Stenger; Lena C. Altherr; Tankred Müller; Peter F. Pelz (OR, 2017)

Machine Learning and Metaheuristics for Black-Box Optimization of Product Families: A Case-Study Investigating Solution Quality vs. Computational Overhead. - David Stenger; Lena C. Altherr; Dirk Abel (OR, 2018)

Environmentally Dependent Adaptive Parameterization of a GNSS-aided Tightly-Coupled Navigation Filter. - Jan-Jöran Gehrt; Wenyi Liu; David Stenger; Shuchen Liu; Dirk Abel (ENC, 2020)

Robust Parametrization of a Model Predictive Controller for a CNC Machining Center Using Bayesian Optimization. - David Stenger; Muzaffer Ay; Dirk Abel (CoRR, 2020)

Multi-Objective Optimization of a Path-following MPC for Vehicle Guidance: A Bayesian Optimization Approach. - Ali Gharib; David Stenger; Robert Ritschel; Rick Voßwinkel (ECC, 2021)

Safe Bayesian Optimisation for Controller Design by Utilising the Parameter Space Approach. - Lorenz Dörschel; David Stenger; Dirk Abel (L4DC, 2021)

Joint Constrained Bayesian Optimization of Planning, Guidance, Control, and State Estimation of an Autonomous Underwater Vehicle †. - David Stenger; Maximilian Nitsch; Dirk Abel (ECC, 2022)

Benchmark of Bayesian Optimization and Metaheuristics for Control Engineering Tuning Problems with Crash Constraints. - David Stenger; Dirk Abel (CoRR, 2022)

What is the Best Way to Optimally Parameterize the MPC Cost Function for Vehicle Guidance? - David Stenger; Robert Ritschel; Felix Krabbes; Rick Voßwinkel; Hendrik Richter 001 (CoRR, 2022)

Vehicle Cabin Climate MPC Parameter Tuning Using Constrained Contextual Bayesian Optimization (C-CMES). - David Stenger; Tim Reuscher; Heike Vallery; Dirk Abel (ITSC, 2023)

Automated Tuning of Nonlinear Kalman Filters for Optimal Trajectory Tracking Performance of AUVs. - Maximilian Nitsch; David Stenger; Dirk Abel (CoRR, 2023)

Early Stopping Bayesian Optimization for Controller Tuning. - David Stenger; Dominik Scheurenberg; Heike Vallery; Sebastian Trimpe (CDC, 2024)

Local Bayesian optimization for controller tuning with crash constraints. - Alexander von Rohr; David Stenger; Dominik Scheurenberg; Sebastian Trimpe (Autom., 2024)