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Advanced Numerical Methods [ LMECA2300 ]


5.0 crédits ECTS  30.0 h + 30.0 h   2q 

Teacher(s) Craeye Christophe ; Remacle Jean-François ; Legat Vincent ; Lambrechts Jonathan ;
Language English
Place
of the course
Louvain-la-Neuve
Online resources

> https://icampus.uclouvain.be/claroline/course/index.php?cid=MECA2300

Main themes
  • Integral Methods
  • Finite elements
  • Spectral and pseudo-spectral Methods
  • Error estimation, adaptivity, mesh generation
  • Techniques of resolution of large (non-)linear systems
  • Implementation data-processing: parallel calculation, use of the specialized libraries, techniques of numerical programming.
Aims

Advanced numerical methods The requirements for the students are the following:

  • To select and to apply the right method for a given problem.
  • To evaluate the algorithmic complexity of a method.
  • To efficiently use the numerical available libraries (Lapack)
  • To provide an estimate of the error.
  • To evaluate the quality of a mesh for a given method.
  • To perform a calculation on a parallel architecture.
  • To program a simple integral method.
  • To program a method finite elements.
  • To solve in an iterative way of the (non-)linear large systems
Evaluation methods

Exam.

Teaching methods

In the pratical organisation, a great importance will be given to collaborative projets. Flexibility will be emphazed in order to focus on a problem solving approach.

Content
  • Integral Methods.
  • Finite elements.
  • Spectral and pseudo-spectral Methods.
  • Error estimation, adaptivity, mesh generation.
  • Techniques of resolution of large (non-)linear systems.
  • Implementation data-processing: parallel calculation, use of the specialized libraries, techniques of numerical programming.
Cycle et année
d'étude
> Master [120] in Civil Engineering
> Master [120] in Computer Science and Engineering
> Master [120] in Computer Science
> Master [120] in Mechanical Engineering
> Master [120] in Biomedical Engineering
> Master [120] in Electrical Engineering
Faculty or entity
in charge
> MECA


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