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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...

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Detalles Bibliográficos
Autores principales: Biegler, Lorenz, Biros, George, Ghattas, Omar
Lenguaje:eng
Publicado: John Wiley & Sons Ltd 2010
Materias:
Acceso en línea:http://cds.cern.ch/record/1412510
Descripción
Sumario: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 computational methods used to analyze and simulate inverse problems. The text provides PhD students, researchers, advanced undergraduate students, and engineering practitioners with the perspectives of researchers in areas of inverse problems and data assimilation, ranging from statistics and large-sca