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The University of Bergen is offering a PhD Research Fellow position in climate dynamics. The role focuses on AI-based downscaling within a hybrid physics-AI climate prediction framework, applicable to regional scales and stakeholder-focused case studies.
The fellowship lasts 3 years with potential a 4th year for career development, and includes pension enrolment and welfare benefits. Strong collaboration with NorCPMNext is expected.
Through robust and close interaction with the world around us – globally, nationally and locally – we shall be instrumental in building a society based on knowledge, skills and attitudes.
Do you want to take part in shaping the future?
There is a vacancy for a PhD Research Fellow in climate dynamics at the Geophysical Institute, University of Bergen. The position is offered for a fixed-term period of 3 years, with the possibility of a fourth year dedicated to career-development activities, such as teaching, subject to the needs of the department. The successful candidate will be part of NorCPMNext, a Bjerknes Centre for Climate Research (BCCR) strategic project that aims to advance subseasonal to seasonal prediction of regional climate and extremes using hybrid physics-AI models.
There is a growing need for subseasonal-to-seasonal (S2S; 2 weeks to 12 months) predictions of regional climate hazards and extremes such as heatwaves, heavy precipitation, and severe sea-ice conditions, due to their substantial environmental, societal, and economic impacts.
Physics-based Earth System Models (ESMs) and climate prediction systems underpin modern climate prediction but running them at impacts-relevant resolutions is computationally expensive. Artificial Intelligence (AI) offers new opportunities to overcome this limitation. At the same time, the shortcomings of purely data-driven approaches, particularly for longer prediction horizons, highlight the need to combine AI with physics-based models. Hybrid physics-AI modelling is thus emerging as a promising path towards accurate, physically consistent and efficient climate predictions.
This PhD project will focus on AI-based downscaling of coarse resolution climate model output to provide actionable climate information at regional and local scales. The resulting high-resolution predictions will be applied in stakeholder-oriented case studies that assess risks associated with extreme events in Norway, thereby demonstrating the potential of next-generation hybrid physics-AI climate prediction systems.
The work will be done in close collaboration with scientific partners in NorCPMNext, a strategic project involving the University of Bergen, NERSC (Nansen Environmental and Remote Sensing Centre) and NORCE (Norwegian Research Centre). The University of Bergen offers an international working environment through the BCCR, the largest climate research centre in the Nordic countries and among the leading centres in Europe with around 200 scientists from 37 countries.
The University of Bergen is subject to the regulations for the export control system. The regulation will be applied in the processing of the applications.
The fellowship will be for a period of 3 years, with the possibility for a 4th year contingent on the qualifications of the candidate and the teaching needs of the department and will be decided by the Head of department upon appointment. If a 4th year is granted, one year of career-promoting work associated with teaching, dissemination or research infrastructure/services, will be distributed over the full employment period and thus corresponding to 25 per cent of the time each year.
The employment period may be reduced if you have previously been employed in a qualifying post (e.g., research fellow, research assistant).
As a PhD Research Fellow, you must participate in an approved educational programme for a PhD degree within 3 years. The deadline for applying for admission to the PhD programme at The Faculty of Mathematics and Natural Sciences is 2 months after you start your position or after the start of the research project that will lead to the PhD degree. It is a condition that you satisfy the enrolment requirements for the PhD programme at the University of Bergen.
Marion Claireaux tells about life and work as a PhD candidate at UiB.