Klimakalender Einzelansicht

26.02.2020 - 26.02.2020
Seminar

Climate Informatics – New Driver in Climate Science: Artificial Intelligence

Today's climate science is being driven more than ever by IT. Climate models on high-performance computers (HPC) are common tools for researching the past and projecting it into the future. In addition to that, statistical modelling is reborn thanks to modern computer architectures equipped with artificial intelligence (from ensemble to deep learning). Future advances in machine learning will also shape climate research through analysis tools, prediction techniques, signal and event classification, post-processing, Model Output Statistics (MOS), evaluation and verification, etc. This presentation will look at nowadays research about the future and the past of our climate system using AI/ML ideas and technologies in combination with numerical climate models.