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Bayesian experimental design in production engineering: a comprehensive performance and robustness study2026 Frontiers in Manufacturing Technology article Decision Sciences Optimal Experimental Design Methods Open access
Lars Leyendecker, Ana Maria Gonzalez Degetau, Katharina Bata, Jessica Emonts, Angela Schmitz, Robert Heinrich Schmitt
0citations -
Learning-based autonomous navigation, benchmark environments and simulation framework for endovascular interventions2025 Computers in Biology and Medicine article Medicine Surgical Simulation and Training Open access
Lennart Karstensen, Johannes Hatzl, Benjamin M. Jackson, Jens Langejürgen, Katharina Breininger, Christian Uhl, +4 more
8citations -
An Empirical Comparison of Meta-Modeling Techniques for Robust Design Optimization2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sibghat Ullah, Hao Wang, Stefan Menzel, Thomas Bäck, Bernhard Sendhoff
0citations -
An Empirical Comparison of Meta-Modeling Techniques for Robust Design Optimization2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sibghat Ullah, Hao Wang, Stefan Menzel, Thomas Bäck, Bernhard Sendhoff
0citations -
Impact of Spatial Transformations on Exploratory and Deep-Learning Based Landscape Features of CEC2022 Benchmark Suite2024 International Joint Conference on Computational Intelligence conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Haoran Yin, Diederick Vermetten, Furong Ye, Thomas Bäck, Anna V. Kononova
1citations -
1628MO A new benchmark for designing phase II trials for advanced or metastatic leiomyosarcoma (LMS) patients using progression free survival (PFS) as primary endpoint – an EORTC Soft Tissue and Bone Sarcoma Group (STBSG) meta-analysis
Georgios Kantidakis, Saskia Litière, Anouk Neven, Marie Vinches, Ian Robert Judson, Patrick Schöffski, +7 more
0citations -
Point2FFD: Learning Shape Representations of Simulation-Ready 3D Models for Engineering Design Optimization2021 International Conference on 3D Vision (3DV) conference-paper Engineering 3D Shape Modeling and Analysis Open access
Thiago Rios, Bas van Stein, Thomas Bäck, Bernhard Sendhoff, Stefan Menzel
8citations -
Large Language Models and Evolutionary Computation: A Critical Review of Bidirectional Interaction, Automated Algorithm Design, and Co-Adaptive Systems2025 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Dikshit Chauhan, Bapi Dutta, Indu Bala, Bas van Stein, Thomas Bäck
0citations -
Optimized Pulse Patterns Design for Electrical Drives: A Reinforcement Learning Approach2026 IEEE Open Journal of the Industrial Electronics Society article Engineering Electric Motor Design and Analysis Open access
Mohammad Abu-Ali, Felix Berkel, Maximilian Manderla, Markus Pietschner, Daniel Görges
0citations