Cargando…

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...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Biegler, Lorenz T.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, N.J. : Wiley, 2010.
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.