Sensitivity and Uncertainty Analysis, Volume II: Applications to Large-Scale Systems

ISBN-13: 9781584881162 / Angielski / Twarda / 2005 / 368 str.

Dan G. Cacuci; Mihaela Ionescu-Bujor; Ionel Michael Navon

Opis

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.

Spis treści

A Comparative Review of Sensitivity and Uncertainty Analysis Methods for Large-Scale Systems. Applications of the Adjoint Sensitivity Analysis Procedure (ASAP) to Two-Phase Flow Systems. Forward and Adjoint Sensitivity Analysis Procedures for Augmented. Systems. Forward and Adjoint Sensitivity Analysis Procedures for Responses Defined At Critical Points. Using the ASAP to Gain New Insights Into Paradigm Atmospheric Sciences Problems. Adjoint Sensitivity Analysis Procedure for Operational Meteorological Applications. References. Index.

O autorze

Cacuci\, Dan G.; Ionescu-Bujor\, Mihaela; Navon\, Ionel Michael