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The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume II Overcoming the Curse of Dimensionality: Large-Scale Application /

This text describes a comprehensive adjoint sensitivity analysis methodology (C-ASAM), developed by the author, enabling the efficient and exact computation of arbitrarily high-order functional derivatives of model responses to model parameters in large-scale systems. The C-ASAM framework is set in...

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Hlavní autoři: Cacuci, Dan Gabriel (Autor), Fang, Ruixian (Autor)
Korporativní autor: SpringerLink (Online service)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer International Publishing : Imprint: Springer, 2023.
Vydání:1st ed. 2023.
Témata:
Mathematical physics.
Computer simulation.
Mathematical models.
Statistics .
Energy policy.
Energy and state.
Engineering mathematics.
Engineering > Data processing.
Nuclear physics.
Computational Physics and Simulations.
Mathematical Modeling and Industrial Mathematics.
Statistical Theory and Methods.
Energy Policy, Economics and Management.
Mathematical and Computational Engineering Applications.
Nuclear Physics.
On-line přístup:https://doi.org/10.1007/978-3-031-19635-5
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Obsah:
  • Chapter1. 1st-Order Sensitivity Analysis of the OECD/NEA PERP Reactor Physics Benchmark
  • Chapter2. 2nd-Order Sensitivities of the PERP Benchmark to the Microscopic Total and Capture Cross Sections
  • Chapter3. 2nd-Order Sensitivities of the PERP Benchmark to the Microscopic Scattering Cross Sections
  • Chapter4. 2nd-Order Sensitivities of the PERP Benchmark to the Microscopic Fission Cross Sections
  • Chapter5. 2nd-Order Sensitivities of the PERP Benchmark to the Average Number of Neutrons per Fission
  • Chapter6. 2nd-Order Sensitivities of the PERP Benchmark to the Spontaneous Fission Source Parameters
  • Chapter7. 2nd-Order Sensitivities of the PERP Benchmark to the Isotopic Number Densities
  • Chapter8. 3rd-Order Sensitivities of the PERP Benchmark
  • Chapter9. 4th-Order Sensitivities of the PERP Benchmark
  • Chapter10. Overall Impact of 1st-, 2nd-, 3rd-, and 4th-Order Sensitivities on the PERP Benchmark's Response Uncertainties.

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