From Atoms to Materials: Predictive Theory and Simulations

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Free Online Course: From Atoms to Materials: Predictive Theory and Simulations provided by edX is a comprehensive online course, which lasts for 10 weeks long, 4-6 hours a week. The course is taught in English and is free of charge. From Atoms to Materials: Predictive Theory and Simulations is taught by Alejandro Strachan , Sam Reeve and David Guzman.

Overview
  • Explore this five-unit course and discover a unified framework for understanding the essential physics that govern materials at atomic scales. You’ll then be able to relate these processes to the macroscopic world.

    The course starts with an introduction to quantum mechanics and its application to understand the electronic structure of atoms and the nature of the chemical bond. After a brief description of the electronic and atomic structures of molecules and crystals, the course discusses atomic motion in terms of normal modes and phonons, as well as using molecular dynamics simulations.

    Finally, principles of statistical mechanics are introduced and used to relate the atomic world to macroscopic properties.

    Throughout the course, students will use online simulations in nanoHUB to apply the concepts learned to interesting materials and properties; these simulations will involve density functional theory and molecular dynamics.

Syllabus
  • Unit 1: Quantum Mechanics and Electronic Structure
     
    Unit 2: Electronic Structure and Bonding of Molecules and Crystals
     
    Unit 3: Dynamics of Atoms: Classical Mechanics and MD Simulations
     
    Unit 4: Connecting Atomic Processes to the Macroscopic World – Vibrations, Optical, and Dielectric Response, Thermo-mechanical Properties
     
    Unit 5:  Advanced Topics and Case Studies. Density functional theory; reactive molecular dynamics, and more.