Topics covered: Case Studies: High Pressure; Conclusions

Topics covered: Accelerated Molecular Dynamics, Kinetic Monte Carlo, and Inhomogeneous Spatial Coarse Graining. Note: No video is available for Lecture 24.

Topics covered: Ab-Initio Thermodynamics and Structure Prediction

Topics covered: Free Energies and Physical Coarse-Graining. Note: Lecture 22 was a lab session. No video is available.

Topics covered: Free Energies and Physical Coarse-Graining

Topics covered: Monte Carlo Simulation II and Free Energies

Topics covered: Monte Carlo Simulations: Application to Lattice Models, Sampling Errors, Metastability

Topics covered: Molecular Dynamics III: First Principles. Note: Lecture 16 was a lab session. No video is available.

Topics covered: Molecular Dynamics II

Topics covered: Molecular Dynamics I

Topics covered: Finite Temperature: Review of Stat Mech and Thermodynamics Excitations in Materials and How to Sample Them

Topics covered: 9 Advanced DFT: Success and Failure; DFT Applications and Performance. Note: Lecture 10 was a lab session. No video is available.

Topics covered: Case Studies of DFT

Topics covered: Technical Aspects of Density Functional Theory

Topics covered: First Principles Energy Methods: Hartree-Fock and DFT

Topics covered: First Principles Energy Methods: The Many-Body Problem

Topics covered: Potentials 2: Potentials for Organic Materials and Oxides; It's a Quantum World! Note: Lecture 4 was a lab session. No video is available.

Topics covered: Potentials, Supercells, Relaxation, Methodology

Topics covered: Introduction and Case Studies