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A direct and analytical method for inverse problems under uncertainty in energy system design: combining inverse simulation and Polynomial Chaos theory2024 Energy Informatics article Decision Sciences Probabilistic and Robust Engineering Design Open access
Sebastian Schwarz, Daniele Carta, Antonello Monti, Andrea Benigni
3citations -
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 -
Corrigendum to “Small-noise approximation for Bayesian optimal experimental design with nuisance uncertainty” [Comput. Methods Appl. Mech. Engrg. 399 (2022) 115320]0citations
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Uncertainty-aware design assessment of local multi-energy system under joint energy and reserve market participation2026 Sustainable Energy Grids and Networks article Engineering Integrated Energy Systems Optimization Open access
Philipp Glücker, Sleiman Mhanna, Thiemo Pesch, Pierluigi Mancarella, Andrea Benigni
1citations