Steel Informatics: Analysing Data of a Complex Materials System

Author:   Shubhabrata Datta (SRM University, Chennai) ,  Subhas Ganguly (National Inst of Tech, Chhatisgarh)
Publisher:   Taylor & Francis Ltd
ISBN:  

9780367569235


Pages:   202
Publication Date:   14 October 2024
Format:   Hardback
Availability:   In Print   Availability explained
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Steel Informatics: Analysing Data of a Complex Materials System


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Author:   Shubhabrata Datta (SRM University, Chennai) ,  Subhas Ganguly (National Inst of Tech, Chhatisgarh)
Publisher:   Taylor & Francis Ltd
Imprint:   CRC Press
Weight:   0.453kg
ISBN:  

9780367569235


ISBN 10:   036756923
Pages:   202
Publication Date:   14 October 2024
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

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

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Author Information

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.

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