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Titlebook: Smoothed Particle Hydrodynamics; Fundamentals and Bas Carlos Alberto Dutra Fraga Filho Textbook 2019 The Editor(s) (if applicable) and The

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发表于 2025-3-21 19:42:04 | 显示全部楼层 |阅读模式
书目名称Smoothed Particle Hydrodynamics
副标题Fundamentals and Bas
编辑Carlos Alberto Dutra Fraga Filho
视频video
概述Debates the use of concepts of molecular dynamics in the continuum domain.Questions the application of molecular scale concepts in the continuum macroscopic scale, mainly in the implementation of boun
图书封面Titlebook: Smoothed Particle Hydrodynamics; Fundamentals and Bas Carlos Alberto Dutra Fraga Filho Textbook 2019 The Editor(s) (if applicable) and The
描述This book is based on results obtained over a decade of study and research. It questions the use of dynamic molecular models in the continuum scale providing alternative solutions to open problems in the literature. It provides a physical-mathematical understanding of the differential equations that govern fluid flow and energy transport, serving as a reference to the application of Smoothed Particle Hydrodynamics in continuum fluid mechanics and transport phenomena. The physical-mathematical modelling of the problems in the continuum scale and the employment of the SPH method for solving the equations are presented. Examples of applications in continuum fluid mechanics with numerical results and discussions are also provided. This literature defends the concepts of continuum mechanics and the application of boundary treatment techniques that do not violate the laws of physics.. .
出版日期Textbook 2019
关键词Continuum Transport Phenomena; Boundary Treatment Techniques; Temporal Integration Methods; physical re
版次1
doihttps://doi.org/10.1007/978-3-030-00773-7
isbn_ebook978-3-030-00773-7
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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Carlos Alberto Dutra Fraga Filho designing materials with tailored properties, and advancing our understanding of materials behavior. Future research directions include refining and expanding these techniques, exploring their applicability to new materials systems, and developing interatomic potentials that can scale the entire pe
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Carlos Alberto Dutra Fraga Filhochniques like grid search, random search, Bayesian optimization, and evolutionary algorithms efficiently explore the hyperparameter space to identify optimal configurations. By leveraging regularizers and hyperparameter optimization, machine learning practitioners can refine models, balance complexi
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issing angular range. This ensures data integrity in the measured area, while inaccuracies incorporated by the deep learning prior lie only in areas where no information is acquired. The proposed DCAR method achieves significant image quality improvement: for . cone-beam limited angle tomography mor
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cal results and discussions are also provided. This literature defends the concepts of continuum mechanics and the application of boundary treatment techniques that do not violate the laws of physics.. .978-3-030-00773-7
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https://doi.org/10.1007/978-3-030-00773-7Continuum Transport Phenomena; Boundary Treatment Techniques; Temporal Integration Methods; physical re
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The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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