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, graphical methods, and real-time dynamic modeling and object tracking. The data science methods are described in the context of nano image applications, with specific material science case studies.
![](https://aml.engr.tamu.edu/wp-content/uploads/sites/164/2021/06/DSNIA-Cover-200x300.jpg)
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Table of Contents
- Image Sets
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Computer Code
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Errata
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A mirror booksite maintained by Dr. Chiwoo Park can be found here.