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The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume III Overcoming the Curse of Dimensionality: Nonlinear Systems /

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 model’s responses can be ei...

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Kaituhi matua: Cacuci, Dan Gabriel (Author)
Kaituhi rangatōpū: SpringerLink (Online service)
Hōputu: Tāhiko īPukapuka
Reo:Ingarihi
I whakaputaina: Cham : Springer International Publishing : Imprint: Springer, 2023.
Putanga:1st ed. 2023.
Ngā marau:
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.
Urunga tuihono:https://doi.org/10.1007/978-3-031-22757-8
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Rārangi ihirangi:
  • Part A: Function-Valued Responses. Chapter 1: The First- and Second-Order Comprehensive Adjoint Sensitivity Analysis Methodologies for Nonlinear Systems with Function-Valued Responses
  • Chapter 2: The Third-Order Comprehensive Adjoint Sensitivity Analysis Methodology (C-ASAM-3) for Nonlinear Systems with Function-Valued Responses
  • Chapter 3: The Fourth-Order Comprehensive Adjoint Sensitivity Analysis Methodology (C-ASAM-4) for Nonlinear Systems with Function-Valued Responses
  • Chapter 4: The Nth-Order Adjoint Sensitivity Analysis Methodology (C-ASAM-N) for Nonlinear Systems with Function-Valued Responses
  • Part B: Scalar-Valued Responses
  • Part B: Scalar-Valued Responses
  • Chapter 5: The Fourth-Order Comprehensive Adjoint Sensitivity Analysis Methodology (C-ASAM-4) for Nonlinear Systems with Scalar-Valued Responses
  • Chapter 6: The Nth-Order Adjoint Sensitivity Analysis Methodology (C-ASAM-N) for Nonlinear Systems with Scalar-Valued Responses
  • Chapter 7: Applications of C-ASAM to Uncertainty Analysis.

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