ONLINE COURSE: Iterative Solvers for Linear Systems

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ONLINE COURSE: Iterative Solvers for Linear Systems

Overview

This course will be held online using Zoom.

The focus of the course is on modern iterative solvers for large linear systems of equations. Thereby, beside classical schemes and fundamentals of multigrid techniques different modern Krylov subspace methods (CG, GMRES, BiCGSTAB ...) as well as highly efficient preconditioning techniques are presented in the context of real life applications. Hands-on sessions (MATLAB) will allow users to immediately test and understand the basic constructs of iterative solvers. This course provides scientific training in Computational Science, and in addition, the scientific exchange of the participants among themselves. It is organized by HLRS, IAG, and Uni. Kassel.

 

 

Program
Program

(preliminary)

08:30 - 09:00  on every day: drop in to Zoom

Day 1:

09:00 - 10:00  Introduction, Basics and Practicals (Lecture + Practicals)
10:00 - 11:00  Consistency and Convergence (Lecture)
11:00 - 11:30  Break
11:30 - 12:15  Jacobi Method (Lecture)
12:15 - 13:00  Practicals
13:00 - 14:00  Lunch
14:00 - 14:30  Gauß-Seidel Method (Lecture)
14:30 - 15:00  Practicals
15:00 - 15:15  Q+A

Day 2:

09:00 - 10:00  Relaxation Schemes (Lecture)
10:00 - 10:45  Practicals
10:45 - 11:00  Break
11:00 - 11:30  Method of Steepest Descent (Lecture)
11:30 - 12:00  Practicals
12:00 - 13:00  Lunch
13:00 - 14:00  Method of Conjugate Gradients (Lecture)
14:00 - 14:45  Practicals
14:45 - 15:00  Q+A

Day 3:

09:00 - 10:00  Introduction to Multigrid Methods (Lecture)
10:00 - 10:30  Practicals
10:30 - 10:45  Break
10:45 - 11:45  GMRES and BICG (Lecture)
11:45 - 12:15  Practicals
12:15 - 13:15  Lunch
13:15 - 13:45  Variants of BICG (Lecture)
13:45 - 14:15  Practicals
14:15 - 15:15  Preconditioning
15:15 - 15:30  Q+A

 

 

Prerequisites
Prerequisites

Basics of linear algebra
MATLAB

Teacher
Teacher

Prof. Dr. Andreas Meister from Uni. Kassel

Language

The course language is English.

Registration

via online registration form

Deadline
Deadline

for registration is February 7, 2021.

Fee
Fee

Students without Diploma/Master: 30 EUR
Students with Diploma/Master (PhD students) at German universities: 60 EUR
Members of German universities and public research institutes: 60 EUR
Members of universities and public research institutes within EU or PRACE member countries: 120 EUR.
Members of other universities and public research institutes: 240 EUR
Others: 600 EUR

Organization

PRACE PATC and bwHPC-C5

HLRS is part of the Gauss Centre for Supercomputing (GCS), which is one of the six PRACE Advanced Training Centres (PATCs) that started in Feb. 2012.
HLRS is also member of the Baden-Württemberg initiative bwHPC-C5.
This course is provided within the framework of the bwHPC-C5 user support. This course is not part of the PATC curriculum and is not sponsored by the PATC program.

Local Organizer

Rolf Rabenseifner phone 0711 685 65530, rabenseifner@hlrs.de
Lucienne Dettki phone 0711 685 63894, dettki@hlrs.de

Shortcut-URL & Course Number

https://www.hlrs.de/training/2021/ITER-S