As computer-assisted modeling and analysis of physical processes
have continued to grow and diversify, sensitivity and uncertainty
analyses have become indispensable scientific tools. Sensitivity
and Uncertainty Analysis. Volume I: Theory focused on the
mathematical underpinnings of two important methods for such
analyses: the Adjoint Sensitivity Analysis Procedure and the Global
Adjoint Sensitivity Analysis Procedure. This volume concentrates on
the practical aspects of performing these analyses for large-scale
systems. The applications addressed include two-phase flow
problems, a radiative convective model for climate simulations, and
large-scale models for numerical weather prediction.
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