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ECE 595E Lecture 19: FEM for Electronic Transport
04 Mar 2013 | Online Presentations | Contributor(s): Peter Bermel
Outline: Recap from Wednesday Physics-based device modeling Electronic transport theory FEM electronic transport model Numerical results Error Analysis
https://nanohub.org/resources/17168
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ECE 595E Lecture 17: Applications of the Beam Propagation Method II
01 Mar 2013 | Online Presentations | Contributor(s): Peter Bermel
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https://nanohub.org/resources/17029
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ECE 595E Lecture 18: FEM for Thermal Transport
01 Mar 2013 | Online Presentations | Contributor(s): Peter Bermel
Outline: Recap from Monday Thermal transfer overview Convection Conduction Radiative transfer
https://nanohub.org/resources/17144
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ECE 595E Lecture 16: Applications of the Beam Propagation Method I
21 Feb 2013 | Online Presentations | Contributor(s): Peter Bermel
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https://nanohub.org/resources/16898
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ECE 595E Lecture 15: Beam Propagation Method II
19 Feb 2013 | Online Presentations | Contributor(s): Peter Bermel
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https://nanohub.org/resources/16842
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ECE 595E Lecture 13: Programming with FFTW
14 Feb 2013 | Online Presentations | Contributor(s): Peter Bermel
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https://nanohub.org/resources/16840
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ECE 595E Lecture 14: Beam Propagation Method I
14 Feb 2013 | Online Presentations | Contributor(s): Peter Bermel
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https://nanohub.org/resources/16841
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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
https://nanohub.org/resources/16767
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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 Danielson-Lanczos lemma Cooley-Tukey algorithm …
https://nanohub.org/resources/16766
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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 along …
https://nanohub.org/resources/16652
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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 Kronig-Penney model Numerical solutions: Real space Fourier space
https://nanohub.org/resources/16653
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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
https://nanohub.org/resources/16627
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ECE 595E Lecture 7: Optimization and Eigenvalues
29 Jan 2013 | Online Presentations | Contributor(s): Peter Bermel
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https://nanohub.org/resources/16623
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ECE 595E Lecture 6: Finding Special Values
29 Jan 2013 | Online Presentations | Contributor(s): Peter Bermel
Outline: Recap from Wednesday Root Finding Bisection Newton-Raphson method Brent’s method Optimization Golden Section Search Brent’s Method Downhill Simplex Conjugate gradient …
https://nanohub.org/resources/16597
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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
https://nanohub.org/resources/16573
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ECE 595E Lecture 3: Computability
17 Jan 2013 | Online Presentations | Contributor(s): Peter Bermel
Outline: Overview • Definitions Computing Machines Church-Turing Thesis Polynomial Time Example
https://nanohub.org/resources/16567
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ECE 595E Lecture 4: NP-hardness
17 Jan 2013 | Online Presentations | Contributor(s): Peter Bermel
Outline: Recap from Friday Class NP Non-deterministic Turing machines Reducibility Cook-Levin theorem Coping with NP Hardness
https://nanohub.org/resources/16572
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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
https://nanohub.org/resources/16508
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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
https://nanohub.org/resources/16501
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[Illinois] Coarse-grained 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 dynamics, …
https://nanohub.org/resources/16157