
ECE 595E Lecture 13: Programming with FFTW
14 Feb 2013  Online Presentations  Contributor(s): Peter Bermel
http://nanohub.org/resources/16840

ECE 595E Lecture 14: Beam Propagation Method I
14 Feb 2013  Online Presentations  Contributor(s): Peter Bermel
http://nanohub.org/resources/16841

ECE 595E Lecture 12: Applications of FFT
08 Feb 2013  Online Presentations  Contributor(s): Peter Bermel
Outline:
Recap from Friday
Real FFTs
Multidimensional FFTs
Applications:
Correlation measurements
Filter diagonalization method
http://nanohub.org/resources/16767

ECE 595E Lecture 11: Fast Fourier Transforms
08 Feb 2013  Online Presentations  Contributor(s): Peter Bermel
Outline:
Recap from Wednesday
Fourier Analysis
Scalings and Symmetries
Sampling Theorem
Discrete Fourier Transforms
Naïve approach
DanielsonLanczos lemma
CooleyTukey...
http://nanohub.org/resources/16766

ECE 595E Lecture 9: Programming for Linear Algebra
01 Feb 2013  Online Presentations  Contributor(s): Peter Bermel
Outline:
Recap from Friday
Application Examples
Electrostatic potential (Poisson’s equation)
1D array of charge
2D grid of charge
Arrays of interacting spins
1D interaction...
http://nanohub.org/resources/16652

ECE 595E Lecture 10: Solving Quantum Wavefunctions
01 Feb 2013  Online Presentations  Contributor(s): Peter Bermel
Outline:
Recap from Monday
Schrodinger’s equation
Infinite & Finite Quantum Wells
KronigPenney model
Numerical solutions:
Real space
Fourier space
http://nanohub.org/resources/16653

ECE 595E Lecture 8: Eigenvalues
29 Jan 2013  Online Presentations  Contributor(s): Peter Bermel
Outline:
Recap from Wednesday
Eigenproblem Solution Techniques
Power Methods
Inverse Iteration
Atomic Transformations
Factorization Methods
http://nanohub.org/resources/16627

ECE 595E Lecture 7: Optimization and Eigenvalues
29 Jan 2013  Online Presentations  Contributor(s): Peter Bermel
http://nanohub.org/resources/16623

ECE 595E Lecture 6: Finding Special Values
29 Jan 2013  Online Presentations  Contributor(s): Peter Bermel
Outline:
Recap from Wednesday
Root Finding
Bisection
NewtonRaphson method
Brent’s method
Optimization
Golden Section Search
Brent’s Method
Downhill Simplex
Conjugate gradient...
http://nanohub.org/resources/16597

ECE 595E Lecture 5: Linear Algebra
18 Jan 2013  Online Presentations  Contributor(s): Peter Bermel
Outline:
Recap from Monday
Overview: Computational Linear Algebra
Gaussian Elimination
LU Decomposition
Singular Value Decomposition
Sparse Matrices
QR Decomposition
http://nanohub.org/resources/16573

ECE 595E Numerical Simulations for Energy Applications
17 Jan 2013  Courses  Contributor(s): Peter Bermel
http://nanohub.org/resources/16570

ECE 595E Lecture 3: Computability
17 Jan 2013  Online Presentations  Contributor(s): Peter Bermel
Outline:
Overview • Definitions
Computing Machines
ChurchTuring Thesis
Polynomial Time
Example
http://nanohub.org/resources/16567

ECE 595E Lecture 4: NPhardness
17 Jan 2013  Online Presentations  Contributor(s): Peter Bermel
Outline:
Recap from Friday
Class NP
Nondeterministic Turing machines
Reducibility
CookLevin theorem
Coping with NP Hardness
http://nanohub.org/resources/16572

ECE 595E Lecture 2: Problems in Numerical Computing
11 Jan 2013  Online Presentations  Contributor(s): Peter Bermel
Outline:
Overall Goals
Finding Special Values
Fourier Transforms
Eigenproblems
Ordinary Differential Equations
Partial Differential Equations
http://nanohub.org/resources/16508

ECE 595E Lecture 1: Introduction to Numerical Simulations
11 Jan 2013  Online Presentations  Contributor(s): Peter Bermel
Outline:
Motivation
My Background and Research
Topics for This Class
Goals for This Class
Assignments
Grading
http://nanohub.org/resources/16501

[Illinois] Coarsegrained Simulation of Ion Channels
29 Dec 2012  Online Presentations  Contributor(s): Umberto Ravaioli
This Summer School will train students in molecular simulation and simulation at multiple time and length scales. Instruction will be provided on quantum Monte Carlo simulation, molecular...
http://nanohub.org/resources/16157

The SingleAtom Transistor: How It Was Created and What It May Mean for the Future
21 Dec 2012  Online Presentations  Contributor(s): Gerhard Klimeck
Professor Gerhard Klimeck will be coming to speak on his research with single atom transistors.
http://nanohub.org/resources/16130

ECE 606 Lecture 26: The Future of Computational Electronics
20 Dec 2012  Online Presentations  Contributor(s): Gerhard Klimeck
Future Transistors and Single Atom Transistors; New Modeling Tools (NEMO); nanoHUB: Cloud Computing  Software as a Service
http://nanohub.org/resources/16121

MSE 597GM Lecture 7: Introduction to VKML
26 Sep 2012  Online Presentations  Contributor(s): R. Edwin García
http://nanohub.org/resources/15175

MSE 597GM Lecture 8: VKML Tutorial/Python Crash Course
26 Sep 2012  Online Presentations  Contributor(s): R. Edwin García
http://nanohub.org/resources/15215