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When AI Bends Metal: AI-Assisted Optimization of Design Parameters in Sheet Metal Forming2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Ahmad Tarraf, Koutaiba El Rifai Kassem-Manthey, Philipp Martin, Lukas Moj, Semih Burak, Christian Terboven, +1 more
1citations -
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 -
A Comprehensive Review of Optimization-Driven Design of Attribute-Based Encryption Schemes: Security Models, Optimization Techniques, and Emerging Computing Applications0citations
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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 -
DistributedDesignOptimizer: A modular Python framework for Setup, Execution and Processing of Distributed Design Optimization2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sebastian Ellmaier, A.J. de Wit, Akilesh Raveendran, Marc-Eric Vogt, Thomas Bäck, Anna V. Kononova
0citations -
Parallel Constrained Multi-Objective Optimization for Ship Design Damage Stability Problem with (In)Expensive Function Evaluations0citations
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Landscape Analysis Based vs. Domain-Specific Optimization for Engineering Design Applications: A Clear Case2024 IEEE Conference on Artificial Intelligence (CAI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Roy de Winter, Fu Xing Long, André Thomaser, Thomas Bäck, Bas van Stein, Anna V. Kononova
2citations -
Landscape-aware Automated Algorithm Design: An Efficient Framework for Real-world Optimization2026 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Haoran Yin, Shuaiqun Pan, Zhao Wei, Jian Cheng Wong, Yew-Soon Ong, Anna V. Kononova, +2 more
0citations -
Development of a Surrogate-Based Optimization Framework for Hydrogen Burner Design2026 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Luca Valentin Juris, S. Nerzak, Johannes Wilhelm Willkomm, Gustavo Melo, Michael Gauding, Heinz G. Pitsch, +1 more
0citations -
LLM Driven Design of Continuous Optimization Problems with Controllable High-Level Properties2026 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research
Urban Škvorc, Bas van Stein, Moritz Vinzent Seiler, Britta Grimme, Thomas Bäck, Heike Trautmann
0citations -
Learning the characteristics of engineering optimization problems with applications in automotive crash2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck
31citations -
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