How Long to Read The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume III

How Long Does it Take to Read The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume III?

It takes the average reader 6 hours and 32 minutes to read The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume III by Dan Gabriel Cacuci

Assuming a reading speed of 250 words per minute. Learn more

Description

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 either scalar-valued functionals of the model’s parameters and state variables (as customarily encountered, e.g., in optimization problems) or general function-valued responses, which are often of interest but are currently not amenable to efficient sensitivity analysis. The C-ASAM framework is set in linearly increasing Hilbert spaces, each of state-function-dimensionality, as opposed to exponentially increasing parameter-dimensional spaces, thereby breaking the so-called “curse of dimensionality” in sensitivity and uncertainty analysis. The C-ASAM applies to any model; the larger the number of model parameters, the more efficient the C-ASAM becomes for computing arbitrarily high-order response sensitivities. The text includes illustrative paradigm problems which are fully worked-out to enable the thorough understanding of the C-ASAM’s principles and their practical application. 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. It serves as a textbook or as supplementary reading for graduate course on these topics, in academic departments in the natural, biological, and physical sciences and engineering. This Volume Three, the third of three, covers systems that are nonlinear in the state variables, model parameters and associated responses. The selected illustrative paradigm problems share these general characteristics. A separate Volume One covers systems that are linear in the state variables.

How long is The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume III?

The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume III by Dan Gabriel Cacuci is 379 pages long, and a total of 98,161 words.

This makes it 128% the length of the average book. It also has 120% more words than the average book.

How Long Does it Take to Read The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume III Aloud?

The average oral reading speed is 183 words per minute. This means it takes 8 hours and 56 minutes to read The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume III aloud.

What Reading Level is The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume III?

The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume III is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy The nth-Order Comprehensive Adjoint Sensitivity Analysis Methodology, Volume III?

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