Corso2013-2014 < CI

<tr><td align="left" bgcolor="#F3ECFA"><font color="#3F467A" size=+1><b>Lectures 2013-2014</b></font><br>
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*Lecture March 7th, 2014* Introduction to the course - [[http://twiki.di.uniroma1.it/pub/CI/WebHome/IntensiveComputationIntro2014.pdf][Introduction to Intensive Computation Course]]<br>
*Lecture March 11th, 2014* Introduction to Matlab - [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2014Matlab.pdf][Introduction to Matlab ]]<br>
*Lecture March 14th, 2014* Laboratory [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2014-Esercitazione1-CI.pdf][Introductory exercises]] <br>
*Lecture March 21st, 2014* Introduction to GPUs - [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2014GPU.pdf][Introduction to GPUs]]<br>
*Lecture March 25th, 2014* Introduction to Hadoop - [[http://twiki.di.uniroma1.it/pub/CI/WebHome/BioHadoop.pdf][Introduction to Hadoop (for bioinformatics)]]<br>
*Lecture March 28th, 2014* Compact storage methods for sparse-matrix : Coordinate, skyline, CSR e CSC -[[http://books.google.it/books?id=pwvrWhlnyO0C&pg=PA357&lpg=PA357&dq=matrici+sparse+formaggia+saleri&source=bl&ots=zwdwhzbrds&sig=ZTvjKe5ZUmQwE7wM56J6Xi4wIpM&hl=it&ei=AgTcTM2EH8TKswbOlJiiBA&sa=X&oi=book_result&ct=result&resnum=1&ved=0CBYQ6AEwAA#v=onepage&q&f=false][Matrici sparse]] - in italian - estratto da "Applicazioni ed esercizi di modellistica..." di Formaggia, Saleri, Veneziani. [[http://twiki.di.uniroma1.it/pub/CI/WebHome/001_pdfsam_197_pdfsam_VanLoan-IntroductionScientificComputing-MatrixVectorApproachUsingMATLAB.pdf][Distributed memory matrix multiplication ]] (from Introduction to scientific computing: A Matrix-Vector Approach Using MATLAB,  C.F. Van Loan)<br>
*Lecture April 1st, 2014* Laboratory [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2014-Esercitazione2-SparseMatrices.pdf][Exercises on Sparse Matrices ]].<br>
*Lecture April 4th, 2014* Performance of "Distributed memory matrix multiplication". Eigenvalues and eigenvectors. The Power method. The Deflation method. Examples: [[http://matrixapps.blogspot.it/2010/07/gould-index-matrix-application-to.html][Node accessibility on a graph]]; Spectral Method for partitioning a graph. <br>
*Lecture April 8th, 2014* Laboratory  [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2014-Esercitazione3-Autovalori.pdf][Exercises on eigenvalues and eigenvector]]. <br>
*Lecture April 11th, 2014*   [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2014-Interp+Approx.pdf][Data fitting: interpolation and approximation in the least square sense]]. Gaussian elimination for solving systems of linear equations.<br>
*Lecture May 6th, 2014* Molecular Dynamics: Introduction, Hooke Law Model, Lennard-Jones Model, Motion Equations, Solution with the Euler method.[[http://twiki.di.uniroma1.it/pub/CI/WebHome/FosdickMolecDynamic.pdf][Molecular Dynamics by L. Fosdick]].<br>
*Lecture May 9th, 2014* Molecular Dynamics: Solution with the Verlet method for Hooke Law Model and Lennard-Jones Model. Hard Sphere Model.<br>
*Lecture May 13th, 2014* Laboratory  [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2014-Esercitazione4-MolecularDynamics.pdf][Molecular Dynamics exercises]]<br>
*Lecture May 17th, 2014* Global optimization. Simulated Annealing.  [[%ATTACHURL%/2014-SimulatedAnnealing.pdf][Slide on Global optimization and Simulated Annealing]]<br>
*Lecture May 20th, 2014* Laboratory     [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2014-Esercitazione5-SimulatedAnnealing.pdf][Simulated Annealing exercise]] <br>
*Lecture May 23th, 2014* Data errors and computational errors. Absolute Error and Relative Error. Forward error and backward error. Sensitivity and condition number.   <br>
*Lecture May 27th, 2014* Laboratory     Discussion on exercises. <br>
*Lecture May 30th, 2014* Introduction to simulation   [[http://twiki.di.uniroma1.it/pub/CI/WebHome/Introduction-to-Simulation.pdf][Introduction to Simulation]]<br>
*Lecture June 3rd, 2014* Project Discussion and Assignment <br>
*Lecture June 6th, 2014* Project Discussion and Assignment   <br>





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