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Finite Operator Learning: Bridging neural operators and numerical methods for efficient parametric solution and optimization of PDEs2025 Finite Elements in Analysis and Design article Physics and Astronomy Model Reduction and Neural Networks
Shahed Rezaei, Reza Najian Asl, Kianoosh Taghikhani, Ahmad Moeineddin, Michael Kaliske, Markus Apel
10citations -
Cascading CMA-ES Instances for Generating Input-diverse Solution Batches2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research
Maria Laura Santoni, Christoph Dürr, Carola Doerr, Mike Preuß, Elena Raponi
0citations -
Surrogate-based automated hyperparameter optimization for expensive automotive crashworthiness optimization2025 Structural and Multidisciplinary Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck
10citations -
Mitigating the impact of FLASH-model uncertainties through personalized FLASH optimization functions for delivery pattern optimization for lung IMPT2025 Physics in Medicine and Biology article Physics and Astronomy Advanced Radiotherapy Techniques Open access
Manon Van Zon, Sebastiaan Breedveld, Mischa S. Hoogeman, Steven JM Habraken
0citations