Corso2015-2016 < CI

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<tr><td align="left" bgcolor="#F3ECFA"><font color="#3F467A" size=+1><b>Lectures 2015-2016</b></font><br>
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*Lecture February 23rd, 2016* Introduction to the course [[%ATTACHURL%/2016-IntensiveComputationIntro.pdf][Introduction to Intensive Computation Course]]<br>
__Lecture February 25th, 2016__ _Cancelled_ <br>
*Lecture March 1st, 2016* Introduction to Matlab - [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016Matlab.pdf][Introduction to Matlab ]]<br>
*Lecture March 4th, 2016* Introduction to GPUs - [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016-GPU.pdf][Introduction to GPUs]]<br>   
*Lecture March 8th, 2016* Laboratory [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016-Esercitazione1-CI.pdf][Introductory exercises]] <br>
*Lecture March 11th, 2016* Compact storage methods for sparse matrix: Coordinate, Compact Sparse Row CSR, Compact Sparse Column CSC and Modified Sparse Row  MSR, Diagonal, Ellpack-Itpack, Skyline.<br>
   * [[http://twiki.di.uniroma1.it/pub/CI/WebHome/Appendix-SolvingNumericalPDEs-FormaggiaSaleriVeneziani-2012.pdf][Appendix]] of book Solving Numerical PDEs: Problems, Applications, Exercises - Formaggia, Saleri, Veneziani - 2012 - *read pp. 395-409*
   * [[http://twiki.di.uniroma1.it/pub/CI/WebHome/ParallelSparseMatrixComputation-1993.pdf][Basic Sparse Matrix Ccomputations on Massively Parallel Computers -1993]] - *read the part on sparse matrix formats*
   * [[http://twiki.di.uniroma1.it/pub/CI/WebHome/SpMVMult-CUDA-2008.pdf][Efficient Sparse Matrix-Vector Multiplication on CUDA - 2008]] - *read the part on sparse matrix formats* 
*Lecture March 15th, 2016* Laboratory [[[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016-Esercitazione2-SparseMatrices.pdf][Homework 1 - Exercises on Sparse Matrices ]]<br>
*Lecture March 18th, 2016* Linear systems. Gaussian elimination for solving systems of linear equations.   [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016-LinearSystemsMethods-part1.pdf][Linear Systems - Part 1]]<br>
*Lecture March 22nd, 2016* Linear systems. Cholesky factorization. Jacobi iterative method. [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016-LinearSystemsMethods-part2.pdf][Linear Systems - Part 2]]<br>
__Lecture April 1st, 2016__ _Cancelled_ <br>
   * [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016-Homework2-DirectIterativeMethods.pdf][Homework2 - Exercise on Direct & Iterative Methods]]
*Lecture April 5th, 2016* Computational errors   [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016-Errors.pdf][Errors]] <br>
*Lecture April 8th, 2016* Laboratory: Homework Discussion <br>
__April 12th, 2016__ _Mid-Term Exam_ <br>
*Lecture April 19th, 2016* [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016-Articles-Projects.pdf][State of Art Articles and Project Proposals]]<br>
*Lecture April 22nd, 2016* Eigenvalues and eigenvectors. The Power method. The Deflation methods. Applications: Gould Index - Eigenvector Centrality in a Graph; the Fiedler Eigenvector and the Graph Partitioning; the Steady State of a Markov Chain by using Eigenvalues and Eigenvectors.  [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016-Eigenvalues.pdf][Eigenvalues, Eigenvectors and Applications]]<br>
*Lecture April 26th, 2016* Laboratory  [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016-Homework3-EigenvaluesEigenvectors.pdf][Homework 3 - Exercises on Eigenvalues and Eigenvector]]. <br>
*Lecture April 29th, 2016* Molecular Dynamics: Introduction, Hooke's Law Model, Lennard-Jones Model, Motion Equations. [[http://twiki.di.uniroma1.it/pub/CI/WebHome/FosdickMolecDynamic.pdf][Molecular Dynamics - L. Fosdick]].<br>
*Lecture May 3rd, 2016* Molecular Dynamics: Euler's method and Verlet's method for Hooke's Law Model and Lennard-Jones Model. Introduction to the Hard Sphere Model. [[http://twiki.di.uniroma1.it/pub/CI/WebHome/FosdickMolecDynamic.pdf][Molecular Dynamics - L. Fosdick]].<br>
*Lecture May 6th, 2016*  Molecular Dynamics:  Hard Sphere Model. Exact solution for Hooke's Law Model. [[http://twiki.di.uniroma1.it/pub/CI/WebHome/FosdickMolecDynamic.pdf][Molecular Dynamics - L. Fosdick]].<br>
*Lecture May 10th, 2016* Laboratory  [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016-Homework4-MolecularDynamics.pdf][Homework 4 - Exercises on Molecular Dynamics]]<br>
*Lecture May 13th, 2016* Global optimization. Simulated Annealing. [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016-GlobalOptimization-SimulatedAnnealing.pdf][Global Optimization and Simulated Annealing]]<br>
*Lecture May 17th, 2016* Presentation of Cineca, the supercomputing centre for scientific research, and project proposals - Tiziana Castrignanò  <br>
__Lecture May 20th, 2016__ _Lecture cancelled for IT Meeting_ - [[http://twiki.di.uniroma1.it/twiki/view/CI/WebHome/2016-Homework5-SimulatedAnnealing.pdf][Homework 5- Exercise on Simulated Annealing]]<br>
*Lecture May 24th, 2016* Introduction to simulation   [[http://twiki.di.uniroma1.it/pub/CI/WebHome/2016-IntroductionSimulation.pdf][Introduction to Simulation]]<br>
*Lecture May 27th, 2016* Discussion on Homeworks. <br>
__May 31st, 2016__ _Second Midterm Exam_  <br>



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