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Lectures 2013-2014

Lecture March 7th, 2014 Introduction to the course - Introduction to Intensive Computation Course
Lecture March 11th, 2014 Introduction to Matlab - Introduction to Matlab
Lecture March 14th, 2014 Laboratory Introductory exercises
Lecture March 21st, 2014 Introduction to GPUs - Introduction to GPUs
Lecture March 25th, 2014 Introduction to Hadoop - Introduction to Hadoop (for bioinformatics)
Lecture March 28th, 2014 Compact storage methods for sparse-matrix : Coordinate, skyline, CSR e CSC -Matrici sparse - in italian - estratto da "Applicazioni ed esercizi di modellistica..." di Formaggia, Saleri, Veneziani. Distributed memory matrix multiplication (from Introduction to scientific computing: A Matrix-Vector Approach Using MATLAB, C.F. Van Loan)
Lecture April 1st, 2014 Laboratory Exercises on Sparse Matrices .
Lecture April 4th, 2014 Performance of "Distributed memory matrix multiplication". Eigenvalues and eigenvectors. The Power method. The Deflation method. Examples: Node accessibility on a graph; Spectral Method for partitioning a graph.
Lecture April 8th, 2014 Laboratory Exercises on eigenvalues and eigenvector.
Lecture April 11th, 2014 Data fitting: interpolation and approximation in the least square sense. Gaussian elimination for solving systems of linear equations.
Lecture May 6th, 2014 Molecular Dynamics: Introduction, Hooke Law Model, Lennard-Jones Model, Motion Equations, Solution with the Euler method.Molecular Dynamics by L. Fosdick.
Lecture May 9th, 2014 Molecular Dynamics: Solution with the Verlet method for Hooke Law Model and Lennard-Jones Model. Hard Sphere Model.
Lecture May 13th, 2014 Laboratory Molecular Dynamics exercises
Lecture May 17th, 2014 Global optimization. Simulated Annealing. Slide on Global optimization and Simulated Annealing
Lecture May 20th, 2014 Laboratory Simulated Annealing exercise
Lecture May 23th, 2014 Data errors and computational errors. Absolute Error and Relative Error. Forward error and backward error. Sensitivity and condition number.
Lecture May 27th, 2014 Laboratory Discussion on exercises.
Lecture May 30th, 2014 Introduction to simulation Introduction to Simulation
Lecture June 3rd, 2014 Project Discussion and Assignment
Lecture June 6th, 2014 Project Discussion and Assignment

-- AnnalisaMassini - 23 Feb 2016

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Topic revision: r2 - 2016-03-09 - AnnalisaMassini

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