Teaching Materials (1-5 of 5)

1. Conjugate Gradient Tutorial

   08 Jun 2010 | Contributor(s):: Dragica Vasileska

   This is an extensive tutorial on the description and implementation of the basic conjugate gradient method and its variants.

2. Empirical Pseudopotential Method: Theory and Implementation

   17 May 2010 | Contributor(s):: Dragica Vasileska

   This tutorial first teaches the users the basic theory behind the Empirical Pseudopotential (EPM)Bandstructure Calculation method. Next, the implementation details of the method are described and finally a MATLAB implementation of the EPM is provided.vasileska.faculty.asu.eduNSF

3. Exploring Materials Properties with Nanomaterial Mechanics Explorer Structure Files

   24 Mar 2016 | | Contributor(s):: Tanya Faltens

   This document describes how to generate and download simulation output files from the Nanomaterial Mechanics Explorer on nanoHUB and view them locally using OVITO. This can be particularly useful for more advanced manipulations of the trajectory files, and for sharing files with others, such...

4. Multigrid Tutorial

   08 Jun 2010 | | Contributor(s):: Dragica Vasileska

   This set of slides describe the idea behind the multigrid method and its implementation.

5. Uncertainty Quantification Tutorial using Jupyter Notebooks

   02 Oct 2018 | | Contributor(s):: Ilias Bilionis

   Increasing modeling detail is not necessarily correlated with increasing predictive ability. Setting modeling and numerical discretization errors aside, the more detailed a model gets, the larger the number of parameters required to accurately specify its initial/boundary conditions,...