Inverse Problem Theory and Methods for Model Parameter Estimation John F. Nussbaum Tricks & Shortcuts in easy

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Inverse Problem Theory and Methods for Model Parameter Estimation John F. Nussbaum Tricks & Shortcuts in easyWhile the prediction of observations is a forward problem, the use of actual observations to infer the properties of a model is an inverse problem. Inverse problems are difficult because they may not have a unique solution. The description of uncertainties plays a central role in the theory, which is based on probability theory. This book proposes a general approach that is valid for linear as well as for nonlinear problems. The philosophy is