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Efficient Bayesian updating with PCE-based particle filters based on polynomial chaos expansion and CO$_2$ storage

S. Oladyshkin, H. Class, R. Helmig, and W. Nowak. Fall Meeting 2011, Abstract: GC51A-0928, San Francisco, CA, USA, American Geophysical Union (AGU), (December 2011)

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H. Binz

H. Bungartz

Apl. Prof. Dr. -Ing. Holger Class University of Stuttgart

Heidi Classen University of Stuttgart

H. Binz

Other publications of authors with the same name

Probabilistic risk assessment for $CO_2$ storage in geological formations: robust design and support for decision making under uncertaintyS. Oladyshkin, H. Class, R. Helmig, and W. Nowak. General Assembly 2010, Geophysical Research Abstracts 12: EGU2010-3559, 2010, Vienna, Austria, European Geosciences Union (EGU), (May 2010)Bayesian updating on arbitrary polynomial chaos expansion: application to carbon dioxide storage in geological formationsS. Oladyshkin, H. Class, R. Helmig, and W. Nowak. Poitiers, France, Invited lecture: Pprime CNRS, CEAT, (May 2011)Anthropogenic Trace Compounds (ATCs) in aquatic habitats - research needs on sources, fate, detection and toxicity to ensure timely elimination strategies and risk managementS. Gerbersdorf, C. Cimatoribus, H. Class, K. Engesser, S. Helbich, H. Hollert, C. Lange, M. Kranert, J. Metzger, W. Nowak and 4 other author(s). Environment International, (2015)DuMux 3 - an open-source simulator for solving flow and transport problems in porous media with a focus on model couplingT. Koch, D. Gläser, K. Weishaupt, S. Ackermann, M. Beck, B. Becker, S. Burbulla, H. Class, E. Coltman, S. Emmert and 14 other author(s). Computers & Mathematics with Applications, (2021)The FluidFlower Validation Benchmark Study for the Storage of CO2B. Flemisch, J. Nordbotten, M. Fernø, R. Juanes, J. Both, H. Class, M. Delshad, F. Doster, J. Ennis-King, J. Franc and 24 other author(s). Transport in Porous Media, (2024)Modelling fault reactivation with characteristic stress-drop termsM. Beck, and H. Class. Advances in Geosciences, (2019)Recent advances in finite element methods for multi-phase flow processes in porous mediaR. Helmig, J. Niessner, and H. Class. International Journal of Computational Fluid Dynamics, (2010)Modeling non-isothermal two-phase multicomponent flow in the cathode of PEM fuel cellsM. Acosta, C. Merten, G. Eigenberger, H. Class, R. Helmig, B. Thoben, and H. Müller-Steinhagen. Journal of Power Sources, 159 (2): 1123--1141 (September 2006)Modeling Two Phase Flow in Large Scale Fractured Porous Media with an Extended Multiple Interacting Continua MethodA. Tatomir, A. Szymkiewicz, H. Class, and R. Helmig. Computer Modeling in Engineering & Sciences, 77 (2): 81-112 (2011)Data-driven polynomial response surfaces as efficient tool for applied tasks under uncertaintyS. Oladyshkin, H. Class, R. Helmig, W. Nowak, F. de Barros, and M. Ashraf. Research Triangle Park, NC, USA, SAMSI Geosciences Applications Opening Workshop, (September 2010)