10 citations · 11 across the 4 of their papers we have counts for
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cs.LG2019★ 10 cited
Learning Generalized Quasi-Geostrophic Models Using Deep Neural Numerical Models
Redouane Lguensat, Julien Le Sommer, Sammy Metref +2
We introduce a new strategy designed to help physicists discover hidden laws governing dynamical systems. We propose to use machine learning automatic differentiation libraries to…
physics.geo-ph2019
Towards the assimilation of satellite reflectance into semi-distributed ensemble snowpack simulations
Bertrand Cluzet, Jesus Revuelto, Matthieu Lafaysse +5
Uncertainties of snowpack models and of their meteorological forcings limit their use by avalanche hazard forecasters, or for glaciological and hydrological studies. The spatialize…