European Centre for Medium-Range Weather Forecasts (ECMWF), INT: Machine learning for Earth system digital twins

20/04/2023

09/06/2023

The European Centre for Medium-Range Weather Forecasts invites tenders for its machine learning for Earth system digital twins (DTs) call. Tenderers will work on a digital twins system enhanced with data-driven models tethered to high resolution simulations to provide synthetic model data. Specifically, machine learning models will generate physically-realistic synthetic ensemble members and provide physically-consistent interpolation in time. Tenderers will produce new high-impact ML/DL methods and software solutions that can work close to the data generation location of the DTs of DestinE and eventually become integrated in the DTE. The output shall be a well documented software package, covering both training and inference data, trained ML/DL models for achieving the above tasks, and an assessment of product quality with respect to the chosen reference output. Award amount max €800,000.

Earth Sciences; Machine Learning; Virtual, Simulated & Augmented Reality

Applicant type Academic Institution; Commercial or Private Sector; Government or Public Sector; Individuals: Early Career and Emerging in Field; Individuals: Mid-Career to Established in Field