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Using Gaussian Processes to Design Dynamic Experiments for Black-Box Model Discrimination under Uncertainty2021 arXiv (Cornell University) preprint Decision Sciences Optimal Experimental Design Methods Open access
Simon Olofsson, Eduardo S. Schultz, Adel Mhamdi, Alexander Mitsos, Marc Peter Deisenroth, Ruth Misener
0citations -
Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sibghat Ullah, Duc Anh Nguyen, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck
17citations -
Efficient hybrid multiobjective optimization of pressure swing adsorption2021 Chemical Engineering Journal article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Zhimian Hao, Adrian Caspari, Artur M. Schweidtmann, Yannic Vaupel, Alexei A. Lapkin, Adel Mhamdi
57citations -
Deterministic global optimization with Gaussian processes embedded2021 Mathematical Programming Computation article Mathematics Advanced Optimization Algorithms Research Open access
Artur M. Schweidtmann, Dominik Bongartz, Daniel Grothe, Tim Kerkenhoff, Xiaopeng Lin, Jaromił Najman, +1 more
47citations -
Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations2022 Journal of Global Optimization article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Bhupinder Singh Saini, Michael Emmerich, Atanu Mazumdar, Bekir Afşar, Babooshka Shavazipour, Kaisa Miettinen
5citations -
An Empirical Comparison of Meta-Modeling Techniques for Robust Design Optimization2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sibghat Ullah, Hao Wang, Stefan Menzel, Thomas Bäck, Bernhard Sendhoff
0citations -
An Empirical Comparison of Meta-Modeling Techniques for Robust Design Optimization2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sibghat Ullah, Hao Wang, Stefan Menzel, Thomas Bäck, Bernhard Sendhoff
0citations
17 results