Computational technologies in materials science. (2021)

• Record Type: Book
• Further Information: Note: Edited by Shubham Tayal, Parveen Singla, Ashutosh Nandi, J. Paulo Davim.
• Editors: Tayal, Shubham; Singla, Parveen; Nandi, Ashutosh; Davim, J. Paulo
• Contents: Chapter 1 Fabrication and Characterization of Materials Chapter 2 Application to Advanced Materials Simulation Chapter 3 Molecular dynamics simulations for structural characterization and property prediction of materials Chapter 4 Desirability approach based Optimization of process parameters in Turning of Aluminium Matrix CompositesChapter 5 Computational Techniques in Materials Science Chapter 6 The Role of Computational Intelligence in Material Science: An Overview Chapter 7 Characterization Techniques for Composites using AI and machine learning techniques Chapter 8 Experimental evaluation on tribological behavior of TiO2 reinforced polyamide composites validated by Taguchi and Machine Learning Methods Chapter 9 Prediction of compressive strength of SCC containing metakaolin and rice husk ash using machine learning algorithms Chapter 10 Predicting Compressive Strength of Concrete Matrix using Engineered Cementitious Composites: A Comparative Study between ANN and RF Models Chapter 11 Estimation of Marshall Stability of Asphalt Concrete Mix using Neural Network and M5P Tree
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 620.110285; Materials -- Data processing
• Languages: English
• ISBNs: 9781000459838; 9781000459746; 9781003121954
• Related ISBNs: 9780367640576
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.