Publications
Deep Learning of the Evolution Operator Enables Forecasting of Out-of-Training Dynamics in Chaotic Systems.
– CoRR
(2025)
abs/2502.20603,
A simple dynamical model linking radiative-convective instability, convective aggregation and large-scale dynamics
(2025)
The challenge of land in a neural network ocean model
– Environmental Data Science
(2025)
3,
e40
(doi: 10.1017/eds.2024.49)
Diagnosing tracer transport in convective penetration of a stably stratified layer
– Journal of Fluid Mechanics
(2024)
997,
a48
(doi: 10.1017/jfm.2024.662)
A simple model linking radiative-convective instability, convective aggregation and large-scale dynamics
– Weather and Climate Dynamics
(2024)
5,
1153
(doi: 10.5194/wcd-5-1153-2024)
Stochastic Latent Transformer: Efficient Modeling of Stochastically Forced Zonal Jets
– CoRR
(2024)
abs/2310.16741,
e2023MS004177
(doi: 10.1029/2023MS004177)
How heating tracers drive self-lofting long-lived stratospheric anticyclones: Simple dynamical models
– Weather and Climate Dynamics
(2024)
5,
559
(doi: 10.5194/wcd-5-559-2024)
Learning Stochastic Dynamics with Probabilistic Neural Networks to study Zonal Jets
(2023)
(doi: 10.5194/egusphere-egu23-9121)
On the magnitude and sensitivity of the quasi-biennial oscillation response to a tropical volcanic eruption
– Atmospheric Chemistry and Physics
(2023)
23,
5335
(doi: 10.5194/acp-23-5335-2023)
Seasonality of the QBO Impact on Equatorial Clouds
– Journal of Geophysical Research Atmospheres
(2023)
128,
e2022JD037737
(doi: 10.1029/2022JD037737)
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