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Multitask Shape Optimization Using a 3-D Point Cloud Autoencoder as Unified Representation2021 IEEE Transactions on Evolutionary Computation article Computer Science Evolutionary Algorithms and Applications Open access
Thiago Rios, Bas van Stein, Thomas Bäck, Bernhard Sendhoff, Stefan Menzel
31citations -
Multi-Objective Lookahead Bayesian Optimization for Process Parameter Optimization in Non-Isothermal Glass Molding2025 Procedia CIRP article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Hendrik Mende, Lukas Jäschke, Gustavo Schewinski, Dennis Grunert, Robert Heinrich Schmitt
0citations -
Optimizing Non-Isothermal Glass Molding Processes: Methodology and Comparative Analysis of Sequential and Non-Sequential Approaches2025 Procedia CIRP article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Hendrik Mende, Lars Leyendecker, Kashyap Upadhyay, Dennis Grunert, Robert Heinrich Schmitt
1citations -
In Search of Beautiful Molecules: A Perspective on Generative Modeling for Drug Design2025 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Remco L. van den Broek, Shivam Patel, Gerard J. P. van Westen, Willem Jespers, Woody Sherman
38citations -
Addressing the multiplicity of solutions in optical lens design as a niching evolutionary algorithms computational challenge2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Anna V. Kononova, Ofer M. Shir, Teus W. Tukker, Pierluigi Frisco, Shutong Zeng, Thomas Bäck
3citations -
On the Effect of the Cooperation of Indicator-Based Multiobjective Evolutionary Algorithms2021 IEEE Transactions on Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Jesús Guillermo Falcón-Cardona, Hisao Ishibuchi, Carlos A. Coello Coello, Michael Emmerich
40citations -
Exploration of unknown environments via evolution of behavioral and morphological properties of miniaturized sensory agents2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Evolutionary Algorithms and Applications
Cagatay Sariman, Ahmed Hallawa, Erdi Sayar, Arne Peine, Lukas Märtin, Anke Schmeink
1citations -
Reinforcement Learning Based Pushing and Grasping Objects from Ungraspable Poses2023 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Reinforcement Learning in Robotics
Hongzhuo Liang, Cong Lin, Jianzhi Lyu, Pingfa Feng, Jianwei Zhang
25citations -
Validation and comparison of three different methods for automated identification of distal femoral landmarks in 3D2025 Biomedizinische Technik/Biomedical Engineering article Computer Science Medical Image Segmentation Techniques Open access
Luisa Berger, Peter Brößner, Sonja A. G. A. Grothues, Kunihiko Tokunaga, Masashi Okamoto, Klaus Radermacher
2citations