Postdoc: AI-Powered Climate Projection & ROM Modeling

University of Southampton; Southampton; On-site; GBP 41,000 - 50,000; Full time

Benefits offered by this job

Pension scheme

Generous annual leave

Family leave arrangements

Job summary

University of Southampton, based at the National Oceanography Centre Southampton, invites applications for a Research Fellow in Climate Simulation. The postdoctoral role supports the FACT project to create an AI-enhanced Reduced Order Earth System Model for fast, observationally constrained climate projections at reduced cost.

The successful applicant will extend the Reduced Order model to latitudinal projections and produce very-large ensembles using Bayesian methods, collaborating across

Responsibilities

• Develop and extend the Reduced Order Earth System Model for latitudinal climate projections.
• Generate very-large ensembles of observationally constrained simulations using Bayesian methods.
• Collaborate with colleagues in Ocean Sciences, Mathematical Sciences, Electronics and Computer Sciences, and external partners.

Job description

University of Southampton, based at the National Oceanography Centre Southampton, invites applications for a Research Fellow in Climate Simulation. The postdoctoral role supports the FACT project to create an AI-enhanced Reduced Order Earth System Model for fast, observationally constrained climate projections at reduced cost.

The successful applicant will extend the Reduced Order model to latitudinal projections and produce very-large ensembles using Bayesian methods, collaborating across