Machine Learning in 2D Materials Science (Paperback, 1)

Chapter 1 Introduction to Machine Learning for Analyzing Material?Microbe Interactions

Venkataramana Gadhamshetty, Parvathi Chundi, and Bharat K. Jasthi

Chapter 2 Introduction to 2D Materials

Roberta Amendola and Amit Acharjee

Chapter 3 An Overview of Machine Learning

Dilanga Abeyrathna, Mahadevan Subramaniam, and Parvathi Chundi

Chapter 4 Discovery of 2D Materials with Machine Learning

Md Mahmudul Hasan, Rabbi Sikder, Bharat K. Jasthi, Etienne Z. Gnimpieba, and Venkataramana Gadhamshetty

Chapter 5 Bacterial Image Segmentation through Deep Learning Approach

Ejan Shakya and Pei-Chi Huang

Chapter 6 Self-Supervised Learning-Based Classification of Scanning Electron Microscope Images of Biofilms

Md Ashaduzzaman and Mahadevan Subramaniam

Chapter 7 Quorum Sensing Mechanisms, Biofilm Growth, and Microbial Corrosion Effects of Bacterial Species

Vaibhav Handa, Saurabh Dhiman, Kalimuthu Jawaharraj, Vincent Peta, Alain Bomgni, Etienne Z. Gnimpieba, and Venkataramana Gadhamshetty

Chapter 8 Data-Driven 2D Material Discovery Using Biofilm Data and Information Discovery System (Biofilm-DIDS)