Optimisation methods
- Code : NEHM2C
In brief
Objectives
The objective of this course is to get used to classical optimization methods through their numerical implementation on simple examples.
Description
- Data assimilation
- Uncertainty quantification
- Optimisation algorithms
- Deep learning
Bibliography
[1] O. Thual, Introduction to Data Assimilation for Scientists and Engineers, Open Learn. Res. Ed. INPT, 0202 (2013) 6h
[2] O. Thual, S. Gratton, G. Monnier, O. Pannekoucke et al, Data Assimilation for Scientists and Engineers, a Toulouse University pedagogical project, Pedago'Tech Toulouse INP (2013)
