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Monte Carlo Methods

History and Applications

Buch | Softcover

207 Seiten

2020
Nova Science Publishers Inc (Verlag)
978-1-5361-7723-7 (ISBN)

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In this compilation, the authors first consider applying the Monte Carlo method to the general form of the heat equation that is used for analyzing conduction heat transfer. The Monte Carlo method is then extended to some convection heat transfer applications by representing the probabilistic interpretation of the energy equation to obtain the temperature profile. Following this, Monte Carlo Methods: History and Applications discusses the Monte Carlo methods needed for the estimation of the mean glandular dose in both digital mammography and digital breast tomosynthesis. Various breast anatomies are considered. The gradual development of the Monte Carlo method for solving problems of mathematical chemistry is considered. A comparison of various quantitative structure -- property/activity relationships based on the Monte Carlo method is also presented. Lastly, the Monte Carlo technique is used to characterize the statistical distributions of received measurements in an electric energy power system, as well as to quantify the correlations among these variables. To check the numerical accuracy of the results, the point estimate algorithm is employed.

Preface; Monte Carlo Methods for Heat Transfer; Monte Carlo Methods to Evaluate the Mean Glandular Dose in Mammography and Digital Breast Tomosynthesis; Use of the Monte Carlo Method to Build up QSPR/QSAR Models: Index of Ideality of Correlation and Correlation Intensity Index; Application of Monte Carlo Method to Electric Power Systems: Computation of Measurement Correlations; Index.

Erscheinungsdatum	30.06.2020
Verlagsort	New York
Sprache	englisch
Gewicht	300 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
Themenwelt	Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik
ISBN-10	1-5361-7723-7 / 1536177237
ISBN-13	978-1-5361-7723-7 / 9781536177237
Zustand	Neuware