Corso2015-2016 < CI

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Lectures 2015-2016

Lecture February 23rd, 2016 Introduction to the course Introduction to Intensive Computation Course
Lecture February 25th, 2016 Cancelled
Lecture March 1st, 2016 Introduction to Matlab - Introduction to Matlab

Lecture March 4th, 2016 Introduction to GPUs - Introduction to GPUs

Lecture March 8th, 2016 Laboratory Introductory exercises

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.

Appendix of book Solving Numerical PDEs: Problems, Applications, Exercises - Formaggia, Saleri, Veneziani - 2012 - read pp. 395-409
Basic Sparse Matrix Ccomputations on Massively Parallel Computers -1993 - read the part on sparse matrix formats
Efficient Sparse Matrix-Vector Multiplication on CUDA - 2008 - read the part on sparse matrix formats

Lecture March 15th, 2016 Laboratory [Homework 1 - Exercises on Sparse Matrices

Lecture March 18th, 2016 Linear systems. Gaussian elimination for solving systems of linear equations. Linear Systems - Part 1

Lecture March 22nd, 2016 Linear systems. Cholesky factorization. Jacobi iterative method. Linear Systems - Part 2

Lecture April 1st, 2016 Cancelled

Homework2 - Exercise on Direct & Iterative Methods

Lecture April 5th, 2016 Computational errors Errors

Lecture April 8th, 2016 Laboratory: Homework Discussion
April 12th, 2016 Mid-Term Exam
Lecture April 19th, 2016 State of Art Articles and Project Proposals

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. Eigenvalues, Eigenvectors and Applications

Lecture April 26th, 2016 Laboratory Homework 3 - Exercises on Eigenvalues and Eigenvector

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Lecture April 29th, 2016 Molecular Dynamics: Introduction, Hooke's Law Model, Lennard-Jones Model, Motion Equations. Molecular Dynamics - L. Fosdick

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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. Molecular Dynamics - L. Fosdick

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Lecture May 6th, 2016 Molecular Dynamics: Hard Sphere Model. Exact solution for Hooke's Law Model. Molecular Dynamics - L. Fosdick

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Lecture May 10th, 2016 Laboratory Homework 4 - Exercises on Molecular Dynamics

Lecture May 13th, 2016 Global optimization. Simulated Annealing. Global Optimization and Simulated Annealing

Lecture May 17th, 2016 Presentation of Cineca, the supercomputing centre for scientific research, and project proposals - Tiziana Castrignanò
Lecture May 20th, 2016 Lecture cancelled for IT Meeting - Homework 5- Exercise on Simulated Annealing

Lecture May 24th, 2016 Introduction to simulation Introduction to Simulation

Lecture May 27th, 2016 Discussion on Homeworks.
May 31st, 2016 Second Midterm Exam

-- Annalisa Massini - 2018-02-17