The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology for Response-Coupled Forward/Adjoint Linear Systems (nth-CASAM-L): II. Illustrative Application
| Autor: | Dan Cacuci |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2021 |
| Předmět: |
Technology
Control and Optimization Renewable Energy Sustainability and the Environment particle detector response Energy Engineering and Power Technology high-order adjoint sensitivity systems high-order sensitivities reaction rate response monoenergetic neutron/photon transport particle leakage response contributon-response flux Electrical and Electronic Engineering Engineering (miscellaneous) Energy (miscellaneous) |
| Zdroj: | Energies, Vol 14, Iss 8315, p 8315 (2021) Energies; Volume 14; Issue 24; Pages: 8315 |
| ISSN: | 1996-1073 |
| Popis: | This work illustrates the application of the nth-order comprehensive adjoint sensitivity analysis methodology for response-coupled forward/adjoint linear systems (abbreviated as “nth-CASAM-L”) to a paradigm model that describes the transmission of particles (neutrons and/or photons) through homogenized materials, as encountered in radiation protection and shielding. The first-, second-, and third-order sensitivities of responses that depend on both the forward and adjoint particle fluxes are obtained exactly, in closed-form, underscoring the principles and methodology underlying the nth-CASAM-L. The results presented in this work underscore the fundamentally important role of the nth-CASAM-L in the quest to overcome the “curse of dimensionality” in sensitivity analysis, uncertainty quantification and predictive modeling. |
| Databáze: | OpenAIRE |
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