Computational Nanoscience Class, Spring 2009

 
 
The course is designed to present a broad overview of
computational nanoscience and is therefore suitable for both experimental and theoretical researchers. Specific examples of topics the course will cover are:
  1. The central ideas behind a wide range of nanomaterials simulations methods

  2. How to break down a nanoscale problem into its "simulatable" constituents, then piece it back together

  3. How to simulate the same thing in two different ways

  4. How to know what you're doing and why thinking is still important

  5. The importance of connecting simulation directly with experiment

  6. What to do with all of that data, and how to judge its accuracy and validity

  7. Why the "multi-scale" modeling picture is critically important and also nonsense


While some aspects of the simulation methods such as numerical algorithms will be presented, there will be little if any programming required. Rather, we will emphasize the intelligent application (as opposed to "black box" use) of codes and methods, and the connection between the computer results and the physical properties of the problem.


Click here for the course handout from the first day of class: CompNano_Intro_Handout_Spring2009.pdf.

 

Course Summary

Reading Materials

TEXT BOOKS ON COMPUTATIONAL METHODS


Understanding Molecular Simulation. Frenkel and Smit, 2002.

Good For: Molecular Dynamics, Monte Carlo


Monte Carlo Simulations in Statistical Physics. Landau and Binder, 2000.

Good For: Statistical methods, Monte Carlo


Electronic Structure. Martin 2004.

Good For: Quantum methods, especially DFT


Introduction to Computational Chemistry. Jensen, 2007.

Good For: Quantum Chemistry, Molecular Orbitals, Basis Sets, Hartree and Hartree-

based methods, etc.


ONLINE RESOURCES


Computational Nanoscience Do It Yourself Lecture Notes.

http://www.fz-juelich.de/nic-series/volume31/

Good For: lots of things, a great set of introductory lecture notes on many topics


Generally a good resource: http://freescience.info 

Under the category "Physics", then "Condensed Matter" 

Lots of references on Monte Carlo, Quantum Monte Carlo, Correlated systems, DFT, ...

Many by very seminal authors!