Virtual Event: ECMWF-ESA Workshop on Machine Learning for Earth System Observation and Prediction

Thematic areas

This workshop will focus on the following thematic areas:

1. Machine Learning for Earth System Observations

  • Including Retrieval Algorithms, Fast/Improved/New Forward Models, Advanced Quality Control, De-biasing Techniques

2. Machine Learning for Data Assimilation

  • Including Model Error Estimation and Correction, Parameter estimation, Fast linearised models for DA, Hybrid DA

3. Machine Learning for Model Identification and Development

  • Including Model identification, Fast Emulation of Parameterisations, Data driven Parameterisations

4. Machine Learning for Product development

  • Including NWP Post-processing,  Non-linear Ensemble Averaging, Development of new NWP Products