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Tuning and testing an Online Feedback Optimization controller to provide curative distribution grid flexibility2024 Electric Power Systems Research article Engineering Microgrid Control and Optimization Open access
Lukas Ortmann, Fabian Böhm, Florian Klein-Helmkamp, Andreas Ulbig, Saverio Bolognani, Florian Dörfler
9citations -
Performance comparison of optimization methods on variational quantum algorithms2023 Physical Review A article Computer Science Quantum Computing Algorithms and Architecture Open access
Xavier Bonet-Monroig, Hao Wang, Diederick Vermetten, Bruno Senjean, Charles Moussa, Thomas Bäck, +2 more
103citations -
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization - Reproducibility Repository2023 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovič, Ana Nikolikj, Urban Škvorc, +3 more
0citations -
Cardinality optimization in constraint-based modelling: application to human metabolism2023 Bioinformatics article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Ronan M. T. Fleming, Hulda S. Haraldsdóttir, Phan Tu Vuong, Thomas Hankemeier, Ines Thiele
10citations -
Bayesian optimization for extreme high-speed laser material deposition2025 Journal of Laser Applications article Engineering Additive Manufacturing Materials and Processes Open access
Max Gero Zimmermann, Johanna Menn, Viktor Glushych, Thomas Schopphoven, Wilhelm Meiners, Sebastian Trimpe, +1 more
1citations -
Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries2023 Advances in Computational Science and Engineering article Engineering Topology Optimization in Engineering Open access
Clemens Fricke, Daniel Wolff, Marco Kemmerling, Stefanie Elgeti
7citations -
Reinforcement Learning Agent for Multi-Objective Online Process Parameter Optimization of Manufacturing Processes2025 Applied Sciences article Computer Science Advanced Multi-Objective Optimization Algorithms Open access cited by 1 patent
Akshay Paranjape, Nahid Quader, Lars Uhlmann, Benjamin Berkels, Dominik Wolfschläger, Robert Heinrich Schmitt, +1 more
4citations -
Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine2025 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Hossein Mehnatkesh, Alexander Winkler, Edward Sperling, Javad Kheyrollahi, Mahdi Shahbakhti, David C. Gordon, +1 more
14citations -
3D printed patient-specific fixation plates for the treatment of slipped capital femoral epiphysis: Topology optimization vs. conventional design2023 Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials article Engineering Topology Optimization in Engineering Open access
Vahid Moosabeiki, Naomi Winter, Mauricio Cruz Saldívar, Leeflang, Melinda M. E. H. Witbreuk, Vera Lagerburg, +2 more
8citations -
Multi-objective design optimization of bioresorbable braided stents2023 Computer Methods and Programs in Biomedicine article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Dario Carbonaro, Agnese Lucchetti, Alberto Luigi Audenino, Thomas Gries, Ted J. Vaughan, Claudio Chiastra
30citations -
Hybrid quantum ResNet for car classification and its hyperparameter optimization2023 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access
Asel Sagingalieva, Mohammad Kordzanganeh, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Romanovich Perelshtein, +2 more
42citations