Clustering high dimensional meteorological scenarios: results and performance index

no code implementations • 14 Dec 2020 • Yamila Barrera, Leonardo Boechi, Matthieu Jonckheere, Vincent Lefieux, Dominique Picard, Ezequiel Smucler, Agustin Somacal, Alfredo Umfurer

The Reseau de Transport d'Electricit\'e (RTE) is the French main electricity network operational manager and dedicates large number of resources and efforts towards understanding climate time series data.

Clustering Dimensionality Reduction +4

Uncovering differential equations from data with hidden variables

no code implementations • 6 Feb 2020 • Agustín Somacal, Yamila Barrera, Leonardo Boechi, Matthieu Jonckheere, Vincent Lefieux, Dominique Picard, Ezequiel Smucler

SINDy is a method for learning system of differential equations from data by solving a sparse linear regression optimization problem [Brunton et al., 2016].

RTE Time Series +1