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118110

Lehrstuhl für Mathematics for Uncertainty Quantification Also known as:Lehrstuhl für Mathematics of Uncertainty Quantification
IDI:(DE-82)118110_20190107

⇧ RWTH Aachen ⇧

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;
Sparse Bayesian learning for label efficiency in cardiac real-time MRI
Statistics and computing 36(1), 21 () [10.1007/s11222-025-10772-x]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;
Importance sampling for rare event tracking within the ensemble Kalman filtering framework
Statistics and computing 36(1), 2 () [10.1007/s11222-025-10736-1]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ;
Filtered Markovian Projection: Dimensionality Reduction in Filtering for Stochastic Reaction Networks
33 Seiten () [10.48550/arXiv.2502.07918]  GO OpenAccess  Download fulltext Files  Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ;  ;
Multilevel randomized quasi-Monte Carlo estimator for nested integration
51 Seiten () [10.48550/arXiv.2412.07723]  GO OpenAccess  Download fulltext Files  Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;
Efficient Stochastic BFGS methods Inspired by Bayesian Principles
18 Seiten () [10.48550/arXiv.2507.07729]  GO OpenAccess   Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;
Weak convergence analysis in the particle limit of the McKean–Vlasov equation using stochastic flows of particle systems
IMA journal of applied mathematics () [10.1093/imamat/hxaf015]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;
Data-driven uncertainty quantification for constrained stochastic differential equations and application to solar photovoltaic power forecast data
Statistics and computing 35(5), 163 () [10.1007/s11222-025-10698-4]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis  ;  ;  ;
Numerical methods for stochastic optimal control: applications in rare event estimation and wireless networks
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen () [10.18154/RWTH-2025-05282] = Dissertation, RWTH Aachen University, 2025  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis  ;  ;  ;
Hierarchical methods for Bayesian optimal experimental design
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen () [10.18154/RWTH-2025-04489] = Dissertation, RWTH Aachen University, 2025  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;
Scalable Method for Bayesian Experimental Design without Integrating over Posterior Distribution
SIAM ASA journal on uncertainty quantification 13(1), 114-139 () [10.1137/23M1603364]  GO BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS | 

 Record created 2019-01-07, last modified 2022-01-21
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