Publications
Conditioning on PDE Parameters to Generalise Deep Learning Emulation of Stochastic and Chaotic Dynamics
(2025)
Conditioning on PDE Parameters to Generalise Deep Learning Emulation of Stochastic and Chaotic Dynamics.
– CoRR
(2025)
abs/2509.09599,
Shutdown of Southern Ocean Convective Centennial Variability under Global Warming and Implications for Climate Projections
(2025)
Internal waves generated by a plume impinging on a stratified fluid
– Journal of Fluid Mechanics
(2025)
1006,
r2
(doi: 10.1017/jfm.2025.40)
Deep Learning of the Evolution Operator Enables Forecasting of Out-of-Training Dynamics in Chaotic Systems
(2025)
Moisture transport by convective overshoots in the Tropical Tropopause Layer
– Weather
(2025)
80,
206
(doi: 10.1002/wea.7689)
Moisture transport by convective overshoots in the tropical tropopause layer
– Weather
(2025)
80,
206
(doi: 10.1002/wea.7689)
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)
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