| 书目名称 | The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume II | | 副标题 | Overcoming the Curse | | 编辑 | Dan Gabriel Cacuci,Ruixian Fang | | 视频video | | | 概述 | Describes the large-scale application of the innovative nth-CASAM framework.Presents detailed mathematical calculations of the sensitivity analysis of a reactor system.Proves how the nth-CASAM overcom | | 图书封面 |  | | 描述 | This text describes a comprehensive adjoint sensitivity analysis methodology (nth-CASAM), developed by the author, which enablesthe efficient and exact computation of arbitrarily high-order functional derivatives of model responses to model parameters in large-scale systems. The nth-CASAM framework is set in linearly increasing Hilbert spaces, each of state-function-dimensionality, as opposed to exponentially increasing parameter-dimensional spaces, thereby overcoming the so-called “curse of dimensionality” in sensitivity and uncertainty analysis. The nth-CASAM is applicable to any model; the larger the number of model parameters, the more efficient the nth-CASAM becomes for computing arbitrarily high-order response sensitivities. The book will be helpful to those working in the fields of sensitivity analysis, uncertainty quantification, model validation, optimization, data assimilation, model calibration, sensor fusion, reduced-order modelling, inverse problems and predictive modelling..This Volume Two, the second of three, presents the large-scale application of the nth-CASAM to perform a representative fourth-order sensitivity analysis of the Polyethylene-Reflected Plutonium ben | | 出版日期 | Book 2023 | | 关键词 | polyethylene-reflected plutonium benchmark; OECD/NEO benchmark; first-order forward sensitivity analys | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-19635-5 | | isbn_softcover | 978-3-031-19637-9 | | isbn_ebook | 978-3-031-19635-5 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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书目名称The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume II被引频次
书目名称The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume II被引频次学科排名
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发表于 2025-3-21 17:02:44
