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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 -
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 -
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 -
An Automatic Framework to Create Patient-specific Eye Models From 3D Magnetic Resonance Images for Treatment Selection in Patients With Uveal Melanoma2021 Advances in Radiation Oncology article Computer Science Medical Image Segmentation Techniques Open access
Mohamed Kilany Hassan, Emmanuelle Fleury, Denis P. Shamonin, Lorna Grech Fonk, Marina Marinkovic, Myriam G. Jaarsma‐Coes, +4 more
12citations -
Reversible training of waveguide-based AND/OR gates for optically driven artificial neural networks using photochromic molecules2021 Journal of Physics D Applied Physics article Computer Science Neural Networks and Reservoir Computing Open access
Seon‐Young Rhim, Giovanni Ligorio, Felix Hermerschmidt, Michael Pätzel, Martin Herder, Stefan Hecht, +1 more
7citations -
Model-based reinforcement learning for hydraulic systems: a PILCO-based control strategy for controlling an inverted hydraulic pendulum2025 International Journal of Dynamics and Control article Computer Science Reinforcement Learning in Robotics Open access
Faras Brumand‐Poor, Paul Wagemann, Timm Geibel, Katharina Schmitz
4citations