Modern Computational Materials Science
Modern Computational Materials Science
Theory, Methods, and Applications
Pei, Zongrui
Springer Nature Switzerland AG
04/2026
273
Dura
Inglês
9783032145406
Pré-lançamento - envio 15 a 20 dias após a sua edição
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Introduction.- Material properties, Crystallography and Defects.- Quantum Mechanics and Machine Learning.- Fundamentals of High-performance Computing.- First-principles Methods and Atomistic Simulations.- Computational Thermodynamics and Statistical Mechanics.- Mechanics of Materials.- Applications to Materials.- Machine Learning for Materials Science.- More Topics in Condensed Matter Physics.- Selected Topics in Mathematics and Mathematical Physics.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
machine learning for materials science;quantum computing for materials science ;integrated computational materials engineering;density functional theory;ab-initio molecular dynamics;korringa-kohn-rostoker (KKR) method;monte-carlo methods ;mechanics of materials ;quasicontinuum method ;finite element methods;simulation of structural materials;simulation of functional materials
Introduction.- Material properties, Crystallography and Defects.- Quantum Mechanics and Machine Learning.- Fundamentals of High-performance Computing.- First-principles Methods and Atomistic Simulations.- Computational Thermodynamics and Statistical Mechanics.- Mechanics of Materials.- Applications to Materials.- Machine Learning for Materials Science.- More Topics in Condensed Matter Physics.- Selected Topics in Mathematics and Mathematical Physics.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
machine learning for materials science;quantum computing for materials science ;integrated computational materials engineering;density functional theory;ab-initio molecular dynamics;korringa-kohn-rostoker (KKR) method;monte-carlo methods ;mechanics of materials ;quasicontinuum method ;finite element methods;simulation of structural materials;simulation of functional materials