1st Edition

Steel Informatics Analysing Data of a Complex Materials System

By Shubhabrata Datta, Subhas Ganguly Copyright 2025
218 Pages 108 B/W Illustrations
by CRC Press

218 Pages 108 B/W Illustrations
by CRC Press

218 Pages 108 B/W Illustrations
by CRC Press

Steel Informatics aims to review the application of data-driven computing techniques related to the design of steel, including phase transformation, composition-process-property correlation, and different processing techniques, particularly deformation and joining. This book initiates with fundamentals of informatics followed by a description of applications of statistical analyses in... Read more

1 Introduction to Informatics and Data Analytics; 2 Materials Informatics and Steel Data; 3 Ironmaking and Steelmaking; 4 Prediction of Phase Transformation in Steel; 5 Steel Welding: Data‑Driven Approaches; 6 Data‑Driven Modeling of Mechanical Properties of Steel; 7 Microstructure and Machine Learning; 8 Optimization for Design; 9 Possibilities and Opportunities

Biography

Shubhabrata Datta is presently working as Research Professor in the Department of Mechanical Engineering, and Coordinator of the Centre for Composites and Advanced Materials at SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India. His research interests are in the domain of Materials Informatics, Alloy Design, Composites and Biomaterials.

Subhas Ganguly is an Associate Professor in the Department of Metallurgical and Materials Engineering, National Institute of Technology, Raipur, India. His research interests include Artificial Intelligence and Machine learning in Materials Engineering, Computational Optimization and Data Science for Metallurgical problems, Advance Steel and Alloy Design, Phase Transformation and Friction Stir Welding.