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The Stunning Success Story of Machine Learning for Weather Prediction

NHR@FAU via YouTube

Overview

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Explore a fascinating seminar talk by Prof. Dr. Thomas Ludwig from the German Climate Computing Center (DKRZ) discussing how machine learning is revolutionizing weather prediction. This 53-minute presentation traces the evolution of weather forecasting from qualitative human observations in the 19th century to today's advanced computational methods. Learn how the combination of machine learning techniques and vast observational datasets is creating a new paradigm for computational weather prediction, delivering remarkable improvements in forecast accuracy. The talk highlights significant success stories and examines their implications for High Performance Computing (HPC) in meteorology. Slides from this March 18, 2025 NHR PerfLab seminar are available for download, and links to past and upcoming events in the seminar series are provided.

Syllabus

NHR Perflab Seminar: The Stunning Success Story of Machine Learning for Weather Prediction

Taught by

NHR@FAU

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