Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System modeling
M.G. Prina, L. Knorr, F. Schlosser, H. Meschede, S. Misconel Schreiber, A. Manepace, W. Sparber, in: SDEWES, 2025.
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Conference Paper
| English
Author
Prina, Matteo Giacomo;
Knorr, LukasLibreCat 
;
Schlosser, FlorianLibreCat;
Meschede, HenningLibreCat ;
Misconel Schreiber, Steffi;
Manepace, Andrea;
Sparber, Wolfram
;
Schlosser, FlorianLibreCat;
Meschede, HenningLibreCat ;
Misconel Schreiber, Steffi;
Manepace, Andrea;
Sparber, WolframDepartment
Publishing Year
Conference
20th Conference on Sustainable Development of Energy, Water and Environment Systems
Conference Location
Dubrovnik
Conference Date
2025-10-05 – 2025-10-10
LibreCat-ID
Cite this
Prina MG, Knorr L, Schlosser F, et al. Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System modeling. In: SDEWES; 2025.
Prina, M. G., Knorr, L., Schlosser, F., Meschede, H., Misconel Schreiber, S., Manepace, A., & Sparber, W. (2025). Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System modeling. 20th Conference on Sustainable Development of Energy, Water and Environment Systems, Dubrovnik.
@inproceedings{Prina_Knorr_Schlosser_Meschede_Misconel Schreiber_Manepace_Sparber_2025, title={Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System modeling}, publisher={SDEWES}, author={Prina, Matteo Giacomo and Knorr, Lukas and Schlosser, Florian and Meschede, Henning and Misconel Schreiber, Steffi and Manepace, Andrea and Sparber, Wolfram}, year={2025} }
Prina, Matteo Giacomo, Lukas Knorr, Florian Schlosser, Henning Meschede, Steffi Misconel Schreiber, Andrea Manepace, and Wolfram Sparber. “Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System Modeling.” SDEWES, 2025.
M. G. Prina et al., “Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System modeling,” presented at the 20th Conference on Sustainable Development of Energy, Water and Environment Systems, Dubrovnik, 2025.
Prina, Matteo Giacomo, et al. Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System Modeling. SDEWES, 2025.
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