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  Epistemic and Aleatoric Uncertainty Quantification and Surrogate Modelling in High-Performance Multiscale Plasma Physics Simulations

Yudin, Y., Coster, D., Toussaint, U. v., & Jenko, F. (2023). Epistemic and Aleatoric Uncertainty Quantification and Surrogate Modelling in High-Performance Multiscale Plasma Physics Simulations. In J. Mikyska, C. v. Mulatier, M. Paszynski, V. V. Krzhizhanovskaya, J. J. Dongarra, & P. M. A. Sloot (Eds.), Computational Science – ICCS 2023 (pp. 572-586). Cham: Springer.

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Item Permalink: https://hdl.handle.net/21.11116/0000-000D-7124-B Version Permalink: https://hdl.handle.net/21.11116/0000-000D-8A89-D
Genre: Conference Paper

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yudin_epistemic.pdf (Supplementary material), 937KB
 
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https://doi.org/10.1007/978-3-031-36027-5_45 (Publisher version)
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 Creators:
Yudin, Y.1, Author                 
Coster, D.1, Author                 
Toussaint, U. von2, Author                 
Jenko, F.1, 3, Author                 
Affiliations:
1Tokamak Theory (TOK), Max Planck Institute for Plasma Physics, Max Planck Society, ou_1856309              
2Numerical Methods in Plasma Physics (NMPP), Max Planck Institute for Plasma Physics, Max Planck Society, ou_1856344              
3External Organizations, ou_persistent22              

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Language(s): eng - English
 Dates: 20232023
 Publication Status: Issued
 Pages: 15 p.
 Publishing info: -
 Table of Contents: -
 Rev. Type: Peer
 Identifiers: DOI: 10.1007/978-3-031-36027-5_45
 Degree: -

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Title: 23rd International Conference on Computational Science (ICCS 2023)
Place of Event: Prague
Start-/End Date: 2023-07-03 - 2023-07-05

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Title: Computational Science – ICCS 2023
  Subtitle : 23rd International Conference on Computational Science (ICCS 2023), Prague, 2023-07-03 to 2023-07-05. Proceedings, Part IV
Source Genre: Proceedings
 Creator(s):
Mikyska, J.1, Editor
Mulatier, C. von1, Editor
Paszynski, M.1, Editor
Krzhizhanovskaya, V. V.1, Editor
Dongarra, J. J.1, Editor
Sloot, P. M. A.1, Editor
Affiliations:
1 External Organizations, ou_persistent22            
Publ. Info: Cham : Springer
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 572 - 586 Identifier: ISBN: 978-3-031-36026-8 (print)
ISBN: 978-3-031-36027-5 (online)
DOI: 10.1007/978-3-031-38299-4

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Title: Lecture Notes in Computer Science (LNCS)
Source Genre: Series
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Pages: - Volume / Issue: 10476 Sequence Number: - Start / End Page: - Identifier: -