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From 22 May 2017 to 23 May 2017

Uncertainty Quantification and Data assimilation using OpenPALM

nasri |  

Deadline for registration: 15 days before the starting date of each training
Duration : 2 days / (14  hours)



This is a two-day training course that presents some basic ideas on how implementing Uncertainty Quantification (UQ) and Data Assimilation (DA) methods with the dynamical coupling software OpenPALM (https://www.cerfacs.fr/globc/PALM_WEB/),
possibly combined with the Python libraryOpenTURNS (http://www.openturns.org/).
Python has the advantage of being a pre-compiled, portable, dynamical, object-oriented free language.

Target participants

This training session is for engineers, physicists, computer scientists
and numerical analysts who aim at developing or using modular uncertainty quantification and data assimilation applications based on numerical models.


• Notions of data assimilation methods
• Notions of uncertainty quantification methods
• Notions of basic programming in Python, Fortran or other classical languages
• Training on OpenPALM (https://cerfacs.fr/en/event/code-coupling-using-openpalm-5/)

Scientific contact :  Sophie RICCI    Mélanie ROCHOUX



  • Trainees/PhDs/PostDocs : 100 €
  • CERFACS shareholders/CNRS/INRIA : 300 €
  • Public : 600 €


(Every day from 9h to 17h30)

Theoretical part

  • General presentation of data assimilation
  • Various applications at CERFACS
  • Variational formulation of data assimilation


Practical part

  • Implementation of a simplified ocean model in the OpenPALM coupler
  • Formulation of the innovation vector
  • Formulation of the different mathematical operator for the variational approach
  • Formulation of the cost function and its gradient
  • Validation and use of the adjoint model
  • Validation and use of the cost function
  • Implementation of the 3D-FGAT algorithm with OpenPALM•
  • Formulation and use of the 4D-Var and 3D-PSAS algorithms



IMFT and CERFACS win a second ERC (European Research Council) advanced grant in combustion !

superadmin |  3 April 2019

The latest results of the 2018 ERC have been announced: IMFT (Institut de Mécanique des Fluides de Toulouse) and CERFACS have won a second ERC advanced grant in the field of combustion: . This 2.5 Meuro grant will allow to study hydrogen combustion for the storage of renewable energies...Read more

Catherine Lambert, new member of National Academy of Technologies of France

nasri |  8 March 2019

Each year, the Academy recruits new  members in order to enlarge  or enhance its scope of reflection and action, this being carried out within a rigorous recruitment process which focuses on people's excellence and on the visibility of their works in Europe and...

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