Large-scale inverse problems and quantification of uncertainty /
Large-scale inverse problems and associated uncertainty quantification has become an important area of research, central to a wide range of science and engineering applications. Written by leading experts in the field, Large-scale Inverse Problems and Quantification of Uncertainty focuses on the com...
Clasificación: | Libro Electrónico |
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Otros Autores: | |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
Hoboken, N.J. :
Wiley,
2010.
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Temas: | |
Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Front Matter
- Introduction
- A Primer of Frequentist and Bayesian Inference in Inverse Problems / P B Stark, L Tenorio
- Subjective Knowledge or Objective Belief? An Oblique Look to Bayesian Methods / D Calvetti, E Somersalo
- Bayesian and Geostatistical Approaches to Inverse Problems / P K Kitanidis
- Using the Bayesian Framework to Combine Simulations and Physical Observations for Statistical Inference / D Higdon, K Heitmann, E Lawrence, S Habib
- Bayesian Partition Models for Subsurface Characterization / Y Efendiev, A Datta-Gupta, K Hwang, X Ma, B Mallick
- Surrogate and Reduced-Order Modeling: A Comparison of Approaches for Large-Scale Statistical Inverse Problems / M Frangos, Y Marzouk, K Willcox, B van Bloemen Waanders
- Reduced Basis Approximation and a Posteriori Error Estimation for Parametrized Parabolic PDEs: Application to Real-Time Bayesian Parameter Estimation / N C Nguyen, G Rozza, D B P Huynh, A T Patera
- Calibration and Uncertainty Analysis for Computer Simulations with Multivariate Output / J McFarland, L Swiler
- Bayesian Calibration of Expensive Multivariate Computer Experiments / R D Wilkinson
- The Ensemble Kalman Filter and Related Filters / I Myrseth, H Omre
- Using the Ensemble Kalman Filter for History Matching and Uncertainty Quantification of Complex Reservoir Models / A Seiler, G Evensen, J-A Skjervheim, J Hove, J G Vab̜
- Optimal Experimental Design for the Large-Scale Nonlinear Ill-Posed Problem of Impedance Imaging / L Horesh, E Haber, L Tenorio
- Solving Stochastic Inverse Problems: A Sparse Grid Collocation Approach / N Zabaras
- Uncertainty Analysis for Seismic Inverse Problems: Two Practical Examples / F Delbos, C Duffet, D Sinoquet
- Solution of Inverse Problems using Discrete ODE Adjoints / A Sandu
- Index.