| 书目名称 | Data Science for Nano Image Analysis | | 编辑 | Chiwoo Park,Yu Ding | | 视频video | | | 概述 | Applies Data Science and OR techniques to Nano Image Analysis.Showcases specific nano material problems with the appropriate set of data science methods.Includes real-time dynamic modeling and object | | 丛书名称 | International Series in Operations Research & Management Science | | 图书封面 |  | | 描述 | .This book combines two distinctive topics: data science/image analysis and materials science. The purpose of this book is to show what type of nano material problems can be better solved by which set of data science methods. The majority of material science research is thus far carried out by domain-specific experts in material engineering, chemistry/chemical engineering, and mechanical & aerospace engineering. The book could benefit materials scientists and manufacturing engineers who were not exposed to systematic data science training while in schools, or data scientists in computer science or statistics disciplines who want to work on material image problems or contribute to materials discovery and optimization..This book provides in-depth discussions of how data science and operations research methods can help and improve nano image analysis, automating the otherwise manual and time-consuming operations for material engineering and enhancing decision making for nano material exploration. A broad set of data science methods are covered, including the representations of images, shape analysis, image pattern analysis, and analysis of streaming images, change points detection, gr | | 出版日期 | Book 2021 | | 关键词 | Nano Image Analysis; Data Science; Material Science; Image Pattern Analysis; Shape Analysis; Object Track | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-72822-9 | | isbn_softcover | 978-3-030-72824-3 | | isbn_ebook | 978-3-030-72822-9Series ISSN 0884-8289 Series E-ISSN 2214-7934 | | issn_series | 0884-8289 | | copyright | Springer Nature Switzerland AG 2021 |
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发表于 2025-3-21 17:19:46
