Inverse methods and data assimilation - 5MM25323

A+Augmenter la taille du texteA-Réduire la taille du texteImprimer le documentEnvoyer cette page par mail

Number of hours
- Lectures : 18.0
- Tutorials : -
- Laboratory works : -
- Projects : -
- Internship : -
- Written tests : -
ECTS : 1.5
Officials : Arthur VIDARD

Goals

This course is an introduction to data assimilation and inverse methods. Mathematical formulation and algorithms of the major methods are presented, as well as application examples.

Content

A) content

1. introduction to data assimilation
2. mathematical tools (statistics, proba)
3. ingredients of data assimilation
4. Kalman filter
5. ensemble algorithms
6. methematical tools (differential calculus, optimisation)
7. variationnal approaches

B) practicals

Prerequisites

differential calculus, basic proba/stats, matrix theory, optimization, numerical analysis, partial differential equations

Tests

final exam : oral + written report + practicals (TP)

N = exam

The exam is given in english only

Calendar

The course exists in the following branches:

see the course schedule for 2020-2021

Additional Information

Course ID : 5MM25323
Course language(s):

The course is attached to the following structures:

Team Analysis-Computational Science

You can find this course among all other courses.

Bibliography

Documents and resources on the course webpage.

A+Augmenter la taille du texteA-Réduire la taille du texteImprimer le documentEnvoyer cette page par mail

Date of update January 15, 2017

Version française

Voir la version française de cette page

École nationale supérieure d'informatique et de mathématiques appliquées
681, rue de la passerelle - Domaine universitaire - BP 72
38402 SAINT MARTIN D'HERES

Inverse methods and data assimilation - 5MM25323

Number of hours

Goals

Version française