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Theory, Application, and Implementation of Monte Carlo Method in Science and Technology

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Main Author: Saidi Bidokhti, Pooneh
Format: Book
Language:English
Published: IntechOpen 2023
Subjects:
mô hình hóa
khoa học vật liệu
Mô hình xác suất
Toán học
biến ngẫu nhiên
materials science
Math
modeling
Probability model
Online Access:https://mts.intechopen.com/storage/books/8190/authors_book/authors_book.pdf
https://dlib.phenikaa-uni.edu.vn/handle/PNK/6965
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spelling oai:localhost:PNK-69652023-03-16T09:30:35Z Theory, Application, and Implementation of Monte Carlo Method in Science and Technology Saidi Bidokhti, Pooneh mô hình hóa khoa học vật liệu Mô hình xác suất Mô hình xác suất Toán học biến ngẫu nhiên materials science Math modeling Probability model License: CC BY The Monte Carlo method is a numerical technique to model the probability of all possible outcomes in a process that cannot easily be predicted due to the interference of random variables. It is a technique used to understand the impact of uncertainty, ambiguity, and risk in forecasting models. This book is organized into three sections and presents the general principles of the Monte Carlo method with an emphasis on techniques to decrease simulation time and increase accuracy. Section 1 discusses the major fields of application of the Monte Carlo method in medicine. Section 2 introduces the theory and application of the Monte Carlo method in material science. Section 3 provides practical information needed to support simulation and analysis of structures by numerical models and introduces techniques to reduce the computation time for even larger and more complex models. 2023-03-16T09:30:35Z 2023-03-16T09:30:35Z 2019 Book 978-1-83968-152-3 https://mts.intechopen.com/storage/books/8190/authors_book/authors_book.pdf https://dlib.phenikaa-uni.edu.vn/handle/PNK/6965 en application/pdf IntechOpen
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic mô hình hóa
khoa học vật liệu
Mô hình xác suất
Mô hình xác suất
Toán học
biến ngẫu nhiên
materials science
Math
modeling
Probability model
spellingShingle mô hình hóa
khoa học vật liệu
Mô hình xác suất
Mô hình xác suất
Toán học
biến ngẫu nhiên
materials science
Math
modeling
Probability model
Saidi Bidokhti, Pooneh
Theory, Application, and Implementation of Monte Carlo Method in Science and Technology
description License: CC BY
format Book
author Saidi Bidokhti, Pooneh
author_facet Saidi Bidokhti, Pooneh
author_sort Saidi Bidokhti, Pooneh
title Theory, Application, and Implementation of Monte Carlo Method in Science and Technology
title_short Theory, Application, and Implementation of Monte Carlo Method in Science and Technology
title_full Theory, Application, and Implementation of Monte Carlo Method in Science and Technology
title_fullStr Theory, Application, and Implementation of Monte Carlo Method in Science and Technology
title_full_unstemmed Theory, Application, and Implementation of Monte Carlo Method in Science and Technology
title_sort theory, application, and implementation of monte carlo method in science and technology
publisher IntechOpen
publishDate 2023
url https://mts.intechopen.com/storage/books/8190/authors_book/authors_book.pdf
https://dlib.phenikaa-uni.edu.vn/handle/PNK/6965
_version_ 1760553563360067584
score 8.891145

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