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The second-order adjoint sensitivity analysis methodology

Author: Dan Gabriel Cacuci
Publisher: Boca Raton : CRC Press, 2018. ©2018
Series: Advances in applied mathematics.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"The author has achieved the breakthrough of generalizing the First-Order Theory presented in his previous books, to the efficient computations of arbitrarily high-order sensitivities for nonlinear systems (HONASAP). This breakthrough has many applications, especially when there is a need to quantify nonlinear behavior or to quantify uncertainties in design parameter/system responses in large-scale systems. This  Read more...
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Genre/Form: Electronic books
Electronic book
Additional Physical Format: Print version:
Cacuci, Dan Gabriel.
Second-order adjoint sensitivity analysis methodology.
Boca Raton : CRC Press, 2018
(DLC) 2017040197
(OCoLC)1010700690
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Dan Gabriel Cacuci
ISBN: 9781315120270 1315120275 9781498726498 1498726496
OCLC Number: 1023861740
Description: 1 online resource (xx, 305 pages).
Contents: Motivation for computing first- and second-order sensitivities of system responses to the system --
Illustrative application of the 2nd-ASAM to a linear evolution problem --
The 2nd-ASAM for linear systems --
Application of the 2nd-ASAM to a linear heat conduction and convection benchmark problem --
Application of the 2nd-ASAM to a linear particle diffusion problem --
Application of the 2nd-ASAM for computing sensitivities of detector responses to uncollided radiation transport --
The 2nd-ASAM for nonlinear systems --
Application of the 2nd-ASAM to a nonlinear heat conduction problem.
Series Title: Advances in applied mathematics.
Responsibility: Dan Gabriel Cacuci.

Abstract:

"The author has achieved the breakthrough of generalizing the First-Order Theory presented in his previous books, to the efficient computations of arbitrarily high-order sensitivities for nonlinear systems (HONASAP). This breakthrough has many applications, especially when there is a need to quantify nonlinear behavior or to quantify uncertainties in design parameter/system responses in large-scale systems. This book presents the theory of the HONASAP with applications, from simple, analytically solvable, paradigm problems to large-scale applications in thermal hydraulics, particle transport, etc."--Provided by publisher.

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