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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 -
Large language models and evolutionary computation: A critical review of bidirectional interaction, automated algorithm design, and co-adaptive systems2026 Computer Science Review article Computer Science Metaheuristic Optimization Algorithms Research Open access
Dikshit Chauhan, Bapi Dutta, Indu Bala, Bas van Stein, Thomas Bäck, Anupam Yadav
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Lens-Descriptor Guided Evolutionary Algorithm for Optimization of Complex Optical Systems with Glass Choice2026 Lecture notes in computer science conference-paper Engineering Advanced optical system design Open access
Kirill Antonov, Teus W. Tukker, Tiago Botari, Thomas Bäck, Anna V. Kononova, Niki van Stein
0citations -
Algorithm-Hardware Implications of Softmax Approximations for In-Memory Computing-Based LLM Accelerators2026 IEEE Journal on Emerging and Selected Topics in Circuits and Systems article Engineering Advanced Memory and Neural Computing Open access
Jan Finkbeiner, Sebastian Siegel, Chirag Sudarshan, Yuankang Zhao, John Paul Strachan, Emre Neftci
0citations -
Algorithm-Hardware Implications of Softmax Approximations for In-Memory Computing-Based LLM Accelerators2026 IEEE Journal on Emerging and Selected Topics in Circuits and Systems article Engineering Advanced Memory and Neural Computing Open access
Jan Finkbeiner, Sebastian Siegel, Chirag Sudarshan, Yuankang Zhao, John Paul Strachan, Emre Neftci
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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
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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
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End-to-end quantum algorithm for topology optimization in structural mechanics2026 Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access
Leonhard Hölscher, Oliver Ahrend, Lukas Karch, Carlotta L'Estocq, Marc Marfany Andreu, Tobias Stollenwerk, +2 more
1citations -
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
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A study protocol for a randomised controlled trial evaluating the safety and efficiency of the YEARS algorithm versus computed tomography pulmonary angiography only for suspected acute pulmonary embolism in patients with cancer: the Hydra Study
Emily S.L. Martens, Bram Akerboom, Christine Baumgartner, Brouwer Re, Chiara Cavallaro, Michiel Coppens, +30 more
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EvoHIIT: LLM-Assisted Evolutionary Design of High Intensity Interval Training programs2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Evolutionary Algorithms and Applications Open access
Johana Chen, Bas van Stein, Robert Cabri, Thomas Bäck, Anna V. Kononova
1citations -
EvoHIIT: LLM-Assisted Evolutionary Design of High Intensity Interval Training programs2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Evolutionary Algorithms and Applications Open access
Johana Chen, Bas van Stein, Robert Cabri, Thomas Bäck, Anna V. Kononova
1citations