120 citations · 556 across the 21 of their papers we have counts for
8 papers · 1 filter
Committor Functions for Climate Phenomena at the Predictability Margin: The example of El Niño Southern Oscillation in the Jin and Timmerman model
Dario Lucente, Corentin Herbert, Freddy Bouchet
Many phenomena in the climate system lie in the gray zone between weather and climate: they are not amenable to deterministic forecast, but they still depend on the initial conditi…
Machine learning of committor functions for predicting high impact climate events
Dario Lucente, Stefan Duffner, Corentin Herbert +2
There is a growing interest in the climate community to improve the prediction of high impact climate events, for instance ENSO (El-Ni{ñ}o-Southern Oscillation) or extreme events,…
Atmospheric bistability and abrupt transitions to superrotation: wave-jet resonance and Hadley cell feedbacks
Corentin Herbert, Rodrigo Caballero, Freddy Bouchet
Strong eastward jets at the equator have been observed in many planetary atmospheres and simulated in numerical models of varying complexity. However, the nature of the transition…
Mathematical and Physical Ideas for Climate Science
Valerio Lucarini, Richard Blender, Corentin Herbert +3
The climate is a forced and dissipative nonlinear system featuring non-trivial dynamics of a vast range of spatial and temporal scales. The understanding of the climate's structura…
Vertical Temperature Profiles at Maximum Entropy Production with a Net Exchange Radiative Formulation
Corentin Herbert, Didier Paillard
Like any fluid heated from below, the atmosphere is subject to vertical instability which triggers convection. Convection occurs on small time and space scales, which makes it a ch…
Predictive use of the Maximum Entropy Production principle for Past and Present Climates
Corentin Herbert, Didier Paillard
In this paper, we show how the MEP hypothesis may be used to build simple climate models without representing explicitly the energy transport by the atmosphere. The purpose is twof…