Control the performances

The modelling of uncertainties associated with a product allows the performance of the product to be predicted in all possible cases. This training course presents the essential tools for modelling and analysing uncertainties.


1-day course


  • See the different stages of the “Uncertainties” approach.
  • Learn the standard algorithms for the propagation of uncertainties
  • Achieve all stages of propagation through a Python model


  • Good knowledge of probability theory
  • Knowledge of Python recommended


  • R&D Engineer
  • Design office engineer
  • Operational Safety Engineer


Upcoming sessions

  • March 26, 2021
  • October 1, 2021


18/20 Boulevard Reuilly, 75012 PARIS – Métro Dugommier




Propagation of uncertainties

  • Probabilistic model
  • Physical model
  • Sampling
  • Analysis of the results distribution

Central tendency analysis

  • Quadratic cumulation method
  • Monte Carlo simulation

Practice with Python

  • Create the probabilistic model
  • Create the physical model
  • Propagate uncertainties

Application form

Do not hesitate to register or to ask for more information. Customized training can also be offered. The location of the training is subject to change. Most of our courses can be conducted online. Once you have sent your registration request, one of our trainers will contact you to specify your needs and adapt the training.


    The following information is retrieved for the following purpose: management of the commercial relationship.
    Phimeca undertakes to comply with the regulations in force applicable to the processing of personal data and, in particular, Regulation (EU) 2016/679 of the European Parliament of 27 April 2016 applicable from 25 May 2018 (the “European Data Protection Regulation” or GDPR).
    You have the right of withdrawal and can write to

    Note: The form may return an error during submission. Accepting all cookies when asked can solve this problem.

    Phimeca Clermont-Ferrand

    Centre d’affaires du Zénith

    34 rue de Sarliève

    F-63800 Cournon-Auvergne

    Phone: +(0)33 4 73 28 93 66

    Phimeca Paris

    18/20 boulevard de Reuilly

    F-75012 Paris


    Phone: +(0)33 1 58 51 18 02

    Phimeca Annecy

    Pépinière Galileo

    178 route de Cran-Gevrier

    74650 Chavanod


    Phone: +(0)33 6 07 55 15 63

    Phimeca Lyon

    191 cours Lafayette

    69006 Lyon


    Phone: +(0)33 6 80 83 59 29