Computational approaches to materials design : theoretical and practical aspects

Description

"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 methods, and is ideal for researchers, both in academia and in industrial settings, and practitioners who are interested in the application of computational techniques in materials engineering. Read more... 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.