Advanced Sampling Methods for Solving Large-Scale Inverse Problems

Ensemble and variational techniques have gained wide popularity as the two main approaches for solving data assimilation and inverse problems. The majority of the methods in these two approaches are derived (at least implicitly) under the assumption that the underlying probability distributions are...

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Bibliographic Details
Main Author: Attia, Ahmed Mohamed Mohamed
Other Authors: Computer Science
Format: Others
Published: Virginia Tech 2016
Subjects:
Online Access:http://hdl.handle.net/10919/73683