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Generating Cheap Representative Functions for Expensive Automotive Crashworthiness Optimization2024 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck
8citations -
The Importance of Being Constrained: Dealing with Infeasible Solutions in Differential Evolution and Beyond2023 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Anna V. Kononova, Diederick Vermetten, Fabio Caraffini, Mădălina Mitran, Daniela Zaharie
27citations -
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization2024 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access
Eric Wulff, Juan Pablo García Amboage, Marcel Aach, Þorsteinn Elí Gíslason, Thorsteinn Kristinn Ingolfsson, Tomas Kristinn Ingolfsson, +6 more
4citations -
Benchmarking online sequence-to-sequence and character-based handwriting recognition from IMU-enhanced pens2022 International Journal on Document Analysis and Recognition (IJDAR) article Computer Science Handwritten Text Recognition Techniques Open access cited by 1 patent
Felix Ott, David Rügamer, Lucas Heublein, Tim Hamann, Jens Barth, Bernd Bischl, +1 more
26citations -
Solving Deep Reinforcement Learning Tasks with Evolution Strategies and Linear Policy Networks2026 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Reinforcement Learning in Robotics Open access
Annie Wong, Jacob de Nobel, Thomas Bäck, Aske Plaat, Anna V. Kononova
0citations -
Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach2021 ACM Journal on Emerging Technologies in Computing Systems article Computer Science Physical Unclonable Functions (PUFs) and Hardware Security Open access
Dominik Šišejković, Farhad Merchant, Lennart M. Reimann, Ahmed Hallawa, Rainer Leupers
85citations -
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning2021 Computer Methods and Programs in Biomedicine article Computer Science Medical Image Segmentation Techniques Open access
Maureen A.J.M. van Eijnatten, Leonardo Rundo, Kees Joost Batenburg, Felix F. Lucka, Emma J. Beddowes, Carlos H. Caldas, +4 more
17citations -
A Modular Workflow for Performance Benchmarking of Neuronal Network Simulations2022 Frontiers in Neuroinformatics article Computer Science Parallel Computing and Optimization Techniques Open access
Jasper Albers, Jari Pronold, Anno Christopher Kurth, Stine Brekke Vennemo, Kaveh Haghighi Mood, Alexander Patronis, +6 more
15citations -
EXCELLERATP2 D3.2 First Updated Report on Exa-Enabling Methodologies2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Parallel Computing and Optimization Techniques Open access
Ansgar Niemöller, Matthias H. Meinke, Joeffrey Legaux, Mohamed Ibrahim Ghenai, Michael Wagner, Tufan Arslan, +12 more
0citations -
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Diederick Vermetten, Bas van Stein, Fabio Caraffini, Leandro Lei Minku, Anna V. Kononova
34citations -
Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym2023 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Elena Raponi, Nathanaël Carraz Rakotonirina, Jérémy Rapin, Carola Doerr, Olivier Teytaud
10citations -
Prospective Evaluation of Structure-Based Simulations Reveal Their Ability to Predict the Impact of Kinase Mutations on Inhibitor Binding2025 The Journal of Physical Chemistry B article Computer Science Computational Drug Discovery Methods Open access
Sukrit Singh, Vytautas Gapsys, Matteo Aldeghi, David Schaller, Aziz M. Rangwala, Jessica B. White, +10 more
15citations -
Technical and clinical validation of a novel deep learning-based white matter hyperintensity segmentation tool2025 Cerebral Circulation - Cognition and Behavior article Computer Science Medical Image Segmentation Techniques Open access
Benno G. Gesierich, Lukas Pirpamer, Dominik Meier, Michael Amann, Minne N. Cerfontaine, Frank‐Erik de Leeuw, +8 more
7citations