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A surrogate-assisted Bayesian framework for uncertainty-aware validation benchmarks

F. Mohammadi. Universität Stuttgart, Stuttgart, Dissertation, (2023)
DOI: 10.18419/opus-13285

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Farid Aghashirinov University of Stuttgart

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DuMuX 3.0.0T. Koch, D. Gläser, K. Weishaupt, S. Ackermann, M. Beck, B. Becker, S. Burbulla, H. Class, E. Coltman, T. Fetzer and 11 other author(s). (2018)DuMuX 3.1.0K. Heck, S. Ackermann, B. Becker, E. Coltman, S. Emmert, B. Flemisch, D. Gläser, C. Grüninger, T. Koch, T. Kurz and 10 other author(s). (2019)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, (2020)Bayesian3 Active Learning for the Gaussian Process Emulator Using Information TheoryS. Oladyshkin, F. Mohammadi, I. Kröker, and W. Nowak. Entropy, 22 (8): 890 (2020)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 and mathematics with applications, (2021)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, (2020)DuMuX 3.0.0T. Koch, D. Gläser, K. Weishaupt, S. Ackermann, M. Beck, B. Becker, S. Burbulla, H. Class, E. Coltman, T. Fetzer and 11 other author(s). (2018)The deep arbitrary polynomial chaos neural network or how Deep Artificial Neural Networks could benefit from data-driven homogeneous chaos theoryS. Oladyshkin, T. Praditia, I. Kröker, F. Mohammadi, W. Nowak, and S. Otte. Neural networks, 166 (September): 85-104 (2023)DuMux 3.4.0H. Wu, B. Becker, S. Burbulla, E. Coltman, S. Emmert, B. Flemisch, D. Gläser, C. Grüninger, K. Heck, J. Hommel and 18 other author(s). Software, (2021)DuMux 3.3.0K. Weishaupt, H. Claß, E. Coltman, S. Emmert, B. Flemisch, D. Gläser, C. Grüninger, K. Heck, T. Jupe, M. Kelm and 11 other author(s). Software, (2020)

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Disambiguation of "Mohammadi, Farid"

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A surrogate-assisted Bayesian framework for uncertainty-aware validation benchmarks

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Farid Aghashirinov University of Stuttgart

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Disambiguation of "Mohammadi, Farid"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML A surrogate-assisted Bayesian framework for uncertainty-aware validation benchmarks

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Farid Aghashirinov University of Stuttgart

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A surrogate-assisted Bayesian framework for uncertainty-aware validation benchmarks