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… single Nvidia A100 40GB for inference. It was trained using ERA5 to minimise mean-squared-error predictions and operates … with a multi-mesh representation. The model was trained on ERA5 at a 0.25° resolution and fine-tuned on the ECMWF HRES … steps (e.g., 24 hours, 6 hours). It was trained using ERA5 to minimise mean-absolute-error predictions for each … ...
dataset
ECMWF is now running its own Artificial Intelligence Forecasting System (AIFS) as part of its experiment suite. The AIFS consists of a deterministic model and an ensemble model. Further details about the deterministic model can be found at … ...
dataset
These products are available to the African Center of Meteorological Application for Development (ACMAD) countries. Based on HRES The products outlined below are disseminated via EUMETCast Please refer to WMO Additional products  for the equivalent products … ...
numericalproduct
These products are only accessible for NMHS of WMO members under the following  conditions . These products are only available with a 0.5 °  by 0.5 °  grid. Similar products with higher spatial and temporal resolutions are available for other users, however, … ...
numericalproduct
These products are available to the public and their use is governed by the Creative Commons CC-4.0-BY licence . This means WMO Essential data may be redistributed and used commercially, subject to attribution.  These products are only available with a 0.5 ° … ...
numericalproduct
Products based on an ensemble of forecasts providing an estimate of the reliability of a single forecast. The purchase of the "Basic Set" +72, +96, +120, +144, +168 hrs is a mandatory prerequisite for the purchase of time steps in the range 12 to 66 hours. … ...
numericalproduct
HRES-WAM (High RESolution WAve Model) is coupled to the atmospheric model (HRES) and it is a Direct model output Products offers "High Frequency products": 4 forecast runs per day (00/06/12/18) (see dissemination schedule for details) Hourly steps to step 90 … ...
numericalproduct
Ensemble (ENS) of forecasts providing an estimate of the reliability of a single forecast. ENS offers  "High Frequency products"  until step 144: 4 daily runs: 00, 06, 12 and 18 UTC hourly until step 90 3-hourly from 93 to 144 Most Post-processed Products are … ...
numericalproduct
Single forecast runs by the ECMWF Artificial Intelligence Forecasting System (AIFS) deterministic model. 4 forecast runs per day (00/06/12/18) 6 hourly steps to 360 (15 days) While the data is freely available as open data, access can be purchased so that it … ...
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Single prediction that uses observations prior information about the Earth-system ECMWF's highest-resolution model HRES Direct model output Products offers "High Frequency products"   4 forecast runs per day (00/06/12/18) (see dissemination schedule for … ...
numericalproduct