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Data-space Approaches for Efficient Uncertainty Quantification in Subsurface Flow Problems
Language: en
Pages:
Authors: Wenyue Sun
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Type: BOOK - Published: 2018 - Publisher:

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Uncertainty quantification for subsurface flow problems is typically accomplished through the use of model inversion procedures in which multiple posterior (his
Data-driven Uncertainty Quantification for Predictive Subsurface Flow and Transport Modeling
Language: en
Pages: 190
Authors: Jiachuan He
Categories:
Type: BOOK - Published: 2018 - Publisher:

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Specification of hydraulic conductivity as a model parameter in groundwater flow and transport equations is an essential step in predictive simulations. It is o
Uncertainty quantification for wave propagation and flow problems with random data
Language: en
Pages: 45
Authors: Markus Wahlsten
Categories:
Type: BOOK - Published: 2018-04-09 - Publisher: Linköping University Electronic Press

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In this thesis we study partial differential equations with random inputs. The effects that different boundary conditions with random data and uncertain geometr
Parameter Estimation and Uncertainty Quantification in Water Resources Modeling
Language: en
Pages: 177
Authors: Philippe Renard
Categories:
Type: BOOK - Published: 2020-04-22 - Publisher: Frontiers Media SA

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Numerical models of flow and transport processes are heavily employed in the fields of surface, soil, and groundwater hydrology. They are used to interpret fiel
Uncertainty Quantification and Sensitivity Analysis of Geoscientific Predictions with Data-driven Approaches
Language: en
Pages:
Authors: Jihoon Park
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Type: BOOK - Published: 2019 - Publisher:

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Uncertainty quantification in the Earth Sciences forms an integral component in decision making. Such decision has different objectives depending on the subsurf