Future Earth Research School has opened the applications for the new Winter School on , taking place from December 9 to 20, 2024 in Bertinoro, Italy.

This year’s Winter School will focus on Data Driven Modeling and Predictions of the Earth System. The course is directed by Dr. Aneesh Subramanian from the Atmospheric and Oceanic Sciences Department at the University of Colorado Boulder. The course will feature an exceptional faculty of internationally renowned experts in the topics covered, providing in-depth and authoritative insights.

Participation is open to Ph.D. students, postdocs and young professionals. This intensive course will equip participants with essential tools and methodologies for understanding and interpreting complex relationships within Earth system data. Participants will explore the mathematical foundations of data-driven modeling, focusing on techniques for analyzing and predicting the behavior of complex dynamical systems.

In particular, participants will gain valuable skills across a range of important areas. They will learn to understand the integration of data-driven and physical models, enhancing their ability to combine modern computational techniques with traditional methods for more accurate system analysis. Additionally, they will develop proficiency in simplifying complex dynamical systems while preserving critical dynamics, allowing them to identify key components and interactions within the Earth system.

A key focus of the course is building expertise in quantifying and representing uncertainty in climate predictions. Participants will also explore the application of deep learning and control methodologies, equipping them with the tools to optimize Earth system models and improve their predictive capabilities.

The program will cover advanced concepts such as the role of transfer operators in analyzing dynamical systems, teaching participants how to estimate and apply these operators to Earth system models. Throughout the course, students will have the opportunity to apply their knowledge to practical problems in climate science and sustainability, developing actionable solutions to real-world challenges.

Finally, the Winter School will encourage interdisciplinary collaboration, allowing participants to work closely with peers and experts from different fields. They will also develop skills in effectively communicating their findings and addressing complex problems, preparing them for collaborative work in diverse research and professional environments.

If interested, please visit this page and apply now! The application deadline is October 17, 2024.