Willi Rath

Willi Rath is a Data Scientist at the GEOMAR Helmholtz Centre for Ocean Research in Kiel, Germany, with a focus on Ocean Dynamics. His research bridges marine science and data science, emphasizing Lagrangian methods, air-sea interactions, and biophysical simulations. Rath holds a PhD in Oceanography from Christian-Albrechts-Universität Kiel (2013) and a Diploma in Physics from Humboldt-Universität Berlin (2009).

His work spans interdisciplinary collaborations, leveraging machine learning and geospatial analysis to address climate dynamics, disease dispersal in marine ecosystems, and oceanic current variability. Key projects include WarmWorld ELPHE, MarDATA, and OceanParcels, which integrate data science with ocean modeling for climate prediction and marine resource management.

Rath’s recent publications highlight his contributions to understanding the Atlantic Meridional Overturning Circulation (AMOC), tropical Atlantic wind forcing, and deep-sea larval connectivity. His methodology incorporates advanced computational tools like echo state networks and metamorphic testing to enhance model transparency and reliability in climate research.