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ECE 595E Lecture 12: Applications of FFT
Online Presentations | 08 Feb 2013 | Contributor(s):: Peter Bermel
Outline:Recap from FridayReal FFTsMultidimensional FFTsApplications:Correlation measurementsFilter diagonalization method
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ECE 595E Lecture 11: Fast Fourier Transforms
Online Presentations | 08 Feb 2013 | Contributor(s):: Peter Bermel
Outline:Recap from WednesdayFourier AnalysisScalings and SymmetriesSampling TheoremDiscrete Fourier TransformsNaïve approachDanielson-Lanczos lemmaCooley-Tukey algorithmExamples
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ECE 595E Lecture 10: Solving Quantum Wavefunctions
Online Presentations | 01 Feb 2013 | Contributor(s):: Peter Bermel
Outline:Recap from MondaySchrodinger’s equationInfinite & Finite Quantum WellsKronig-Penney modelNumerical solutions:Real spaceFourier space
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ECE 595E Lecture 9: Programming for Linear Algebra
Online Presentations | 01 Feb 2013 | Contributor(s):: Peter Bermel
Outline:Recap from FridayApplication ExamplesElectrostatic potential (Poisson’s equation)1D array of charge2D grid of chargeArrays of interacting spins1D interaction along a chain2D nearest-neighbor coupling
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ECE 595E Lecture 8: Eigenvalues
Online Presentations | 29 Jan 2013 | Contributor(s):: Peter Bermel
Outline:Recap from WednesdayEigenproblem Solution TechniquesPower MethodsInverse IterationAtomic TransformationsFactorization Methods
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ECE 595E Lecture 7: Optimization and Eigenvalues
Online Presentations | 29 Jan 2013 | Contributor(s):: Peter Bermel
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ECE 595E Lecture 6: Finding Special Values
Online Presentations | 29 Jan 2013 | Contributor(s):: Peter Bermel
Outline:Recap from WednesdayRoot FindingBisectionNewton-Raphson methodBrent’s methodOptimizationGolden Section SearchBrent’s MethodDownhill SimplexConjugate gradient methodsMultiple level, single linkage (MLSL)
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ECE 595E Lecture 5: Linear Algebra
Online Presentations | 18 Jan 2013 | Contributor(s):: Peter Bermel
Outline:Recap from MondayOverview: Computational Linear AlgebraGaussian EliminationLU DecompositionSingular Value DecompositionSparse MatricesQR Decomposition
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ECE 595E Lecture 3: Computability
Online Presentations | 17 Jan 2013 | Contributor(s):: Peter Bermel
Outline:Overview • DefinitionsComputing MachinesChurch-Turing ThesisPolynomial TimeExample
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ECE 595E Lecture 4: NP-hardness
Online Presentations | 17 Jan 2013 | Contributor(s):: Peter Bermel
Outline:Recap from FridayClass NPNon-deterministic Turing machinesReducibilityCook-Levin theoremCoping with NP Hardness
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ECE 595E Lecture 2: Problems in Numerical Computing
Online Presentations | 11 Jan 2013 | Contributor(s):: Peter Bermel
Outline:Overall GoalsFinding Special ValuesFourier TransformsEigenproblemsOrdinary Differential EquationsPartial Differential Equations
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ECE 595E Lecture 1: Introduction to Numerical Simulations
Online Presentations | 11 Jan 2013 | Contributor(s):: Peter Bermel
Outline:MotivationMy Background and ResearchTopics for This ClassGoals for This ClassAssignmentsGrading
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[Illinois] Coarse-grained Simulation of Ion Channels
Online Presentations | 29 Dec 2012 | 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, coarse-grained simulations, and multiscale simulations with opportunities for hands-on experience...
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The Single-Atom Transistor: How It Was Created and What It May Mean for the Future
Online Presentations | 21 Dec 2012 | Contributor(s):: Gerhard Klimeck
Professor Gerhard Klimeck will be coming to speak on his research with single atom transistors.
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ECE 606 Lecture 26: The Future of Computational Electronics
Online Presentations | 20 Dec 2012 | Contributor(s):: Gerhard Klimeck
Future Transistors and Single Atom Transistors; New Modeling Tools (NEMO); nanoHUB: Cloud Computing - Software as a Service
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[Illinois] CSE Seminar Series: Advances in First-principles Computational Materials Science
Online Presentations | 20 Nov 2012 | Contributor(s):: Elif Ertekin
Title: Advances in first-principles computational materials science Subtitle: Things we can calculate now, that we couldn't when I was in grad school. The capability to rationally design new materials with tailored properties and functionality on a computer remains a grand challenge whose...
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MSE 597GM Lecture 7: Introduction to VKML
Online Presentations | 26 Sep 2012 | Contributor(s):: R. Edwin García
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MSE 597GM Lecture 8: VKML Tutorial/Python Crash Course
Online Presentations | 26 Sep 2012 | Contributor(s):: R. Edwin García
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MSE 597GM Lecture 1: Course Introduction
Online Presentations | 11 Sep 2012 | Contributor(s):: R. Edwin García
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[Illinois] Coarse-grained Simulation of Ion Channels
Online Presentations | 19 Jun 2012 | Contributor(s):: Umberto Ravaioli
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