224 citations · 694 across the 41 of their papers we have counts for
7 papers · 1 filter
Dynamical regimes of CCN activation in adiabatic air parcels
Manuel Santos Gutiérrez, Mickaël David Chekroun, Ilan Koren
Ubiquitous, yet elusive to a complete understanding: Tiny, warm clouds with faint visual signatures play a critical role in Earth's energy balance. These "twilight clouds", as they…
Gibbs states and Brownian models for coexisting haze and cloud droplets
Manuel Santos Gutiérrez, Mickaël David Chekroun, Ilan Koren
Cloud microphysics studies include how tiny cloud droplets grow, and become rain. This is crucial for understanding cloud properties like size, lifespan, and impact on climate thro…
Resolving Emergent Beat Patterns Through Hybrid Bayesian Learning of Multilayered Stochastic Hierarchical Delay Models
Mickaël D. Chekroun, Tom Dror, Ilan Koren +1
Modeling emergent, multiscale patterns in complex systems remains a persistent interdisciplinary challenge, particularly when deciphering transient, highly coupled dynamics from se…
Theoretical tools for understanding the climate crisis from Hasselmann's program and beyond
Valerio Lucarini, Mickaël Chekroun
Klaus Hasselmann's revolutionary intuition in climate science was to take advantage of the stochasticity associated with fast weather processes to probe the slow dynamics of the cl…
Detecting and Attributing Change in Climate and Complex Systems: Foundations, Green's Functions, and Nonlinear Fingerprints
Valerio Lucarini, Mickaël Chekroun
Detection and attribution (D&A) studies are cornerstones of climate science, providing crucial evidence for policy decisions. Their goal is to link observed climate change patterns…
Transitions of zonal flows in a two-layer quasi-geostrophic ocean model
Mickael D. Chekroun, Henk Dijkstra, Taylan Şengül +1
We consider a 2-layer quasi-geostrophic ocean model where the upper layer is forced by a steady Kolmogorov wind stress in a periodic channel domain, which allows to mathematically…