Ira is studying for a PhD, under the supervision of Professor Peter Haynes FRS and Professor Rich Kerswell FRS, as part of the Atmosphere-Ocean Dynamics group and as part of the UKRI Centre for Doctoral Training in the Application of Artificial Intelligence to the study of Environmental Risks.
Research
Ira's research is currently focused on using Machine Learning to determine the predictive nature of stochastically forced turbulent fluid flows - more information can be found here.
Publications
Stochastic Latent Transformer: Efficient Modelling of Stochastically
Forced Zonal Jets
(2023)
Learning Stochastic Dynamics with Probabilistic Neural Networks to study Zonal Jets
(2023)
(doi: 10.5194/egusphere-egu23-9121)
Learning Stochastic Dynamics with Probabilistic Neural Networks to study Zonal Jets
(2023)
(doi: 10.5194/egusphere-egu23-9121)