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 ;
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Language |
English
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Place of the course |
Louvain-la-Neuve
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Online resources |
> https://icampus.uclouvain.be/claroline/course/index.php?cid=MECA2300
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Main themes |
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Integral Methods
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Finite elements
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Spectral and pseudo-spectral Methods
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Error estimation, adaptivity, mesh generation
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Techniques of resolution of large (non-)linear systems
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Implementation data-processing: parallel calculation, use of the specialized libraries, techniques of numerical programming.
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Aims |
Advanced numerical methods The requirements for the students are the following:
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To select and to apply the right method for a given problem.
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To evaluate the algorithmic complexity of a method.
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To efficiently use the numerical available libraries (Lapack)
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To provide an estimate of the error.
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To evaluate the quality of a mesh for a given method.
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To perform a calculation on a parallel architecture.
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To program a simple integral method.
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To program a method finite elements.
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To solve in an iterative way of the (non-)linear large systems
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Evaluation methods |
Exam.
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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.
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Content |
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Integral Methods.
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Finite elements.
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Spectral and pseudo-spectral Methods.
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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.
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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
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Faculty or entity in charge |
> MECA
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