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15:41:43, 22 December 2025 +
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January 14, 2026 +
We invite applications for a '''fully fund … We invite applications for a '''fully funded 45-month PhD''' (plus up to '''3-month placement''') at the University of Aberdeen under the '''QUARTILES Doctoral Landscape Award'''.</br></br></br>'''Project''': HydroFM — A Physics-Aware Foundation Model for Hydrology</br>The student will develop a modular AI model (UNet + LSTM/TCN + graph routing) with '''water-balance constraints''' and '''calibrated uncertainty''', pretrained on global EO/reanalysis/gauge data and adapted efficiently to new basins. Outputs include '''decision-ready metrics''' (low-flow reliability, environmental-flow deficits, peak-flow exceedance) and a future-scenarios pipeline.</br></br>'''Training & support''': front-loaded QUARTILES training; weekly supervision; hydrology–AI reading group; '''HPC/GPU''' access; curated data loaders; and a partner placement.</br></br>'''Essential skills''': Python (NumPy/pandas/xarray; PyTorch or similar), time-series and/or geospatial data, ML fundamentals, strong scientific communication, motivation to work across '''AI + hydrology'''.</br></br>'''Deadline: Wednesday, 14 January 2026'''<br></br>'''Apply and enquiries''': https://www.findaphd.com/phds/project/quartiles-dla-rivers-rewired-a-physics-aware-foundation-model-for-global-rainfall-runoff/?p191499</br></br>We welcome applicants from diverse backgrounds and are committed to an inclusive research environment. are committed to an inclusive research environment. +
PhD Postion +
Funded PhD (45m + placement): Physics-Aware Foundation Model for Hydrology (HydroFM) — QUARTILES DLA +
University of Aberdeen +
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United Kingdom +
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15:41:43, 22 December 2025 +
NO STATE +
Hydrology Focus Research Group +
