The Second-Order Adjoint Sensitivity Analysis Methodology
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1st ed. Boca Raton: Chapman and Hall/CRC, 2018. 306 p. (Advances in Appled Mathematics).
Research output: Book/Report › Book
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TY - BOOK
T1 - The Second-Order Adjoint Sensitivity Analysis Methodology
AU - Cacuci, Dan
PY - 2018/2/28
Y1 - 2018/2/28
N2 - The Second-Order Adjoint Sensitivity Analysis Methodology generalizes the First-Order Theory presented in the author’s previous books published by CRC Press. This breakthrough has many applications in sensitivity and uncertainty analysis, optimization, data assimilation, model calibration, and reducing uncertainties in model predictions. The book has many illustrative examples that will help readers understand the complexity of the subject and will enable them to apply this methodology to problems in their own fields.Highlights:• Covers a wide range of needs, from graduate students to advanced researchers• Provides a text positioned to be the primary reference for high-order sensitivity and uncertainty analysis• Applies to all fields involving numerical modeling, optimization, quantification of sensitivities in direct and inverse problems in the presence of uncertainties.
AB - The Second-Order Adjoint Sensitivity Analysis Methodology generalizes the First-Order Theory presented in the author’s previous books published by CRC Press. This breakthrough has many applications in sensitivity and uncertainty analysis, optimization, data assimilation, model calibration, and reducing uncertainties in model predictions. The book has many illustrative examples that will help readers understand the complexity of the subject and will enable them to apply this methodology to problems in their own fields.Highlights:• Covers a wide range of needs, from graduate students to advanced researchers• Provides a text positioned to be the primary reference for high-order sensitivity and uncertainty analysis• Applies to all fields involving numerical modeling, optimization, quantification of sensitivities in direct and inverse problems in the presence of uncertainties.
M3 - Book
SN - 978149872648
T3 - Advances in Appled Mathematics
BT - The Second-Order Adjoint Sensitivity Analysis Methodology
PB - Chapman and Hall/CRC
CY - Boca Raton
ER -