Geophysics deep learning models

Geophysics deep learning

The reseach is dedicated to geophysics reconstruction and forecast problems such as sea-surface temperature reconstruction and coastalflood prediction models. Some of our models are already used by national weather agencies, including European Centre for Medium-Range Weather Forecasts (ECMWF).

HIDRA -- sea-level dynamics and coastal flooding forecasts

This research is dedicated to geophyiscs prediction problems such as sea surface height dynamics modelling for predicting coastal floods and dense time-series reconstruction. Some of our models are already used by national weather agencies, including European Centre for Medium-Range Weather Forecasts (ECMWF).

Sea-surface temperature reconstruction models

This researchs tackles geophysics dense time-series reconstruction problems, in particular sea-surface-temperature reconstruction. We have developed several deep architectures.