[Job-offers-cs] PDRF positions available at University of Exeter, UK

[Pekka Orponen]

Two new full time postdoctoral fellow positions are available from 1 
April 2025 or soon after on a fixed term basis for two years within the 
Global Systems Institute of the University of Exeter. You will join a 
research team advancing the understanding of forecasting climate tipping 
points. The team, led by Prof Tim Lenton, has been awarded £5 million by 
the Advanced Research and Invention Agency (ARIA) to investigate early 
warning signs of climate tipping points. The project – Advancing Tipping 
Point Early Warning (AdvanTip) – aims to achieve a breakthrough in early 
warning of tipping points of the Subpolar Gyre by leveraging progress in 
theory, AI and physical understanding.

 1. We are seeking candidates with a track record of research in the
    dynamical systems of nonlinear systems models as well as good coding
    and mathematical analysis skills. The successful applicant will
    design, test and evaluate early warning signals for tipping points
    for systems that are strongly forced and/or have large internal
    variability. They will collaborate with other members of the
    AdvanTip team and across the ARIA programme to identify suitable
    test cases for testing proposed early warning signals. For more
    details and queries:

www.jobs.ac.uk/job/DMD732/postdoctoral-research-fellow 
<https://www.jobs.ac.uk/job/DMD732/postdoctoral-research-fellow>

 2. We are also seeking candidates with a strong foundation in Machine
    Learning, particularly in Deep Learning (DL) techniques. They will
    also have knowledge of the climate system and be responsible for
    running models that simulate Subpolar Gyre dynamics, as well as
    extracting variables from General Circulation Models, using these
    outputs to train and test DL models to predict tipping points. They
    will also be involved in the benchmarking process, assessing the
    performance of these models when compared to other techniques
    created elsewhere in the project. For more details and queries:

www.jobs.ac.uk/job/DMD734/postdoctoral-research-fellow 
<https://www.jobs.ac.uk/job/DMD734/postdoctoral-research-fellow>

These positions have a closing date 23^rd March. We plan to soon 
advertise additional PhD positions that will support this programme.

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Peter Ashwin

Department of Mathematics and Statistics
University of Exeter
Exeter EX4 4QF, UK
p.ashwin at exeter.ac.uk
+44-(0)1392-72-5225
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