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Modeling Under Uncertainty

Chapter
Part of the Theory and Applications of Transport in Porous Media book series (TATP, volume 23)

Abstract

Up to this point, all the modeling efforts presented in this book have been based on the deterministic approach. This approach assumes (1) a full knowledge and understanding of the physical/chemical processes that occur within an investigated domain, (2) a mathematical model that correctly represents these processes and can be used to predict future responses to imposed excitations, (3) the availability of information (measured or derived) on all parameters and coefficients that appear in the mathematical model, and, on the domain’s geometry, as well as on the initial and boundary conditions.

Keywords

Correlation Length Random Function Ensemble Average Random Parameter River Stage 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media B.V. 2010

Authors and Affiliations

  1. 1.Department of Civil and Environmental EngineeringTechnion-Israel Institute of TechnologyHaifaIsrael
  2. 2.School of EngineeringKinneret College on the Sea of GalileeKinneretIsrael
  3. 3.Department of Civil EngineeringUniversity of MississippiOxfordUSA

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