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 nanomaterial 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.

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Code and Datasets

The code author(s) own the copyright to the computer codes shared below. For academic and non-commercial purposes, you can use them freely with the acknowledge of the source: this book and this book website. Commercial uses of the codes require the code author's permission.

• Chapter 2 (Code, Data)

• Chapter 3 (Code, Data)

• Chapter 4 (Code, Data)

• Chapter 5 (Code, Data)

• Chapter 6 (Code, Data)

• Chapter 7 (Code, Data)

• Chapter 8 (Code, Data)

• Chapter 9 (Code, Data)

• Chapter 10 (Code, Data)

• Chapter 11 (Code, Data)