Research
ELLIS fosters international collaboration across domains, connecting top researchers while investing in the next generation of AI talent.
Members
ELLIS Members are leading scientists in machine learning and AI, shaping Europe's global position in these fields.
About
ELLIS is a network of excellence connecting top AI researchers across European borders to strengthen the leadership of AI made in Europe.
Machine Learning for Earth and Climate Sciences
Established: January 9, 2019
Mission
Goal: Model and understand the Earth system with Machine Learning and Process Understanding
- Spatio-temporal anomaly and extreme events detection, anticipation and attribution
- Data-driven dynamic modelling and forecasting
- Hybrid modeling: linking physics and machine learning models
- Causal inference, Learning and explaining feature representations
- Earth and Climate model emulation, generative modelling and data-model fusion
- Benchmark synthetic and real datasets
Program Directors
People
Latest News
July 22nd, 2024
ELLIS/ELISE Workshop Insights: “With advances in AI, we have better tools to act against the climate crisis”
From the “ELLIS/ELISE AI for Learning Weather and Climate” workshop, Gustau Camps-Valls, Co-Director of the ELLIS Program ‘Machine Learning for Earth and Climate...