Impact of Data Assimilation on Cost-Accuracy Tradeoff in Multifidelity Models
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Publication:3452531
DOI10.1137/141001743zbMath1348.60102OpenAlexW1748856545MaRDI QIDQ3452531
Michael Sinsbeck, Daniel M. Tartakovsky
Publication date: 12 November 2015
Published in: SIAM/ASA Journal on Uncertainty Quantification (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1137/141001743
Monte Carlo methods (65C05) Hydrology, hydrography, oceanography (86A05) Flows in porous media; filtration; seepage (76S05) Applications of stochastic analysis (to PDEs, etc.) (60H30) Applications of statistics to physics (62P35) PDEs in connection with geophysics (35Q86)
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Cites Work
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- Exact PDF equations and closure approximations for advective-reactive transport
- Multilevel Monte Carlo methods and applications to elliptic PDEs with random coefficients
- Maximum likelihood Bayesian averaging of uncertain model predictions
- Bayesian model averaging: A tutorial. (with comments and a rejoinder).
- An introduction to model selection
- Monte Carlo strategies in scientific computing.
- Multilevel Monte Carlo Path Simulation
- Model Selection and Model Averaging
- MONTE CARLO METHODS FOR SOLVING MULTIVARIABLE PROBLEMS
- Asymptotic Statistics
- Model Selection: An Integral Part of Inference
- Model Selection and Multimodel Inference
- On Information and Sufficiency
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