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Co-authors
Rich Kerswell
DAMTP, Cambridge University
Verified email at cam.ac.uk
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Ira Shokar
University of Cambridge
Verified email at damtp.cam.ac.uk -
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Deep Learning
Dynamical Systems
Atmospheric dynamics
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Extending Deep Learning Emulation Across Parameter Regimes to Assess Stochastically Driven Spontaneous Transition Events
IJS Shokar, PH Haynes, RR Kerswell
ICLR 2024 Workshop on AI4DifferentialEquations In Science
, 2024
2024
Reduced-Order Modelling of Stochastically Forced Zonal Jets using a 'Stochastic Latent Transformer'
IJS Shokar, RR Kerswell, PH Haynes
Bulletin of the American Physical Society
, 2023
2023
Stochastic Latent Transformer: Efficient Modelling of Stochastically Forced Zonal Jets
IJS Shokar, RR Kerswell, PH Haynes
arXiv preprint arXiv:2310.16741
, 2023
2023
Learning Stochastic Dynamics with Probabilistic Neural Networks to study Zonal Jets
IJS Shokar, RR Kerswell, PH Haynes
EGU General Assembly, EGU-9121
, 2023
2023
Data-Driven Exploration of Mid-Latitude Weather
IJS Shokar
University of Cambridge
, 2021
2021
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