Computational approaches to materials design : theoretical and practical aspects

✍ Scribed by Datta, Shubhabrata; Davim, J. Paulo

Publisher: Engineering Science Reference
Year: 2016
Tongue: English
Leaves: 493
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

"This book brings together empirical research, theoretical concepts, and the various approaches in the design and discovery of new materials, highlighting optimization tools and soft computing methods"--Provided by publisher.

Abstract:

Brings together empirical research, theoretical concepts, and the various approaches in the design and discovery of new materials. Thois volume highlights optimization tools and soft computing Read more...

✦ Table of Contents

Content: Computational materials design: different concepts and aspects / Shubhabrata Datta, Bishnupada Roy, J. Paulo Davim --
Successive spin-correlated local processes underlying the magnetism in diluted magnetic semiconductors and related magnetic materials / Antonis N. Andriotis, Madhu Menon --
Ab initio-based stochastic simulations of kinetic processes on surfaces / Zhengzheng Chen, Chao Wu --
Computational design of microstructure: an overview / G. Anand, P. P. Chattopadhyay --
Micromechanical and finite element modeling for composites / Ankur Kumar Gupta, Arjun Dey, Anoop Kumar Mukhopadhyay --
Integrated computational materials engineering for determining the set points of unit operations for production of a steel product mix / Rishabh Shukla [and 5 others] --
Informatics-based approaches for accelerated discovery of functional materials / P. V. Balachandran, J. M. Rondinelli --
Applications of feature selection and regression techniques in materials design: a tutorial / Partha Dey [and 3 others] --
Imprecise knowledge and fuzzy modeling in materials domain / Subhas Ganguly, Shubhabrata Datta --
Artificial neural network and its application in steel industry / Itishree Mohanty, Dabashish Bhattacherjee --
Multi-objective evolutionary algorithms: application in designing particle reinforced mould materials / A. K. Nandi, K. Deb --
Data-driven bi-objective genetic algorithms EvoNN and BioGP and their applications in metallurgical and materials domain / Nirupam Chakraborti --
Modeling of steelmaking processes / Seppo Louhenkilpi, Subhas Ganguly.

✦ Subjects

Materials -- Mathematical models;TECHNOLOGY & ENGINEERING / Engineering (General);TECHNOLOGY & ENGINEERING / Reference;Ab initio methods;Computational materials engineering;Industrial applications;Materials modeling;Microstructure simulation;Neural networks;Optimization tools;Phase field techniques

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