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Advanced Numerical Methods [ LMECA2300 ]


5.0 crédits ECTS  30.0 h + 30.0 h   2q 

Teacher(s) Craeye Christophe ; Legat Vincent ; Remacle Jean-François ;
Language English
Place
of the course
Louvain-la-Neuve
Main themes tegral 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,blas) - 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
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.
Other information 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.
Cycle et année
d'étude
> Master [120] in Computer Science
> Master [120] in Computer Science and Engineering
> Master [120] in Electro-mechanical Engineering
> Master [120] in Mechanical Engineering
> Master [120] in Electrical Engineering
> Master [120] in Biomedical Engineering
> Master [120] in Civil Engineering
Faculty or entity
in charge
> MECA


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