NHR PerfLab Seminar: The Stunning Success Story of Machine Learning for Weather Prediction (March 18, hybrid)
Speaker: Prof. Dr. Thomas Ludwig, German Climate Computing Center (DKRZ)
Date and time: Tuesday, March 18, 2025, 2:00 p.m. CET (hybrid)
Location: RRZE (Martensstr. 1), seminar room 2.049 and online via Zoom.
Access via Zoom: https://go-nhr.de/perflab-seminar
Abstract
Up to the 19th century, weather prediction was done with human intelligence by observation and qualitative considerations. With the collection of measurement data, prediction started to be based on quantitative data. First computed by humans, but quickly also by early computers. Over the decades we see a considerable improvement in prediction quality; however, the task is very compute and data intensive. The advent of advanced machine learning methods together with huge volumes of observational data give rise to a new concept for computational weather predictions. The talk will present and discuss success stories and their implications onto HPC in the field of meteorology.
Short Bio

For a list of past and upcoming NHR PerfLab seminar events, please see: https://hpc.fau.de/research/nhr-perflab-seminar-series/