Dr. Nuno Carvalhais
ELLIS Scholar
ELLIS program „Machine Learning for Earth and Climate Science“
Group leader at the Max Planck Institute for Biogeochemistry Jena

Nuno leads the Model-Data Integration Group at the Max Planck Institute for Biogeochemistry since 2012 and is an Invited Researcher at the New University of Lisbon. His research interests focus on the dynamics of terrestrial biogeochemical cycles, particularly the improvement of ecosystem modeling through data assimilation and inverse optimization, and on the introduction of deep learning and hybrid modeling in terrestrial ecosystem processes. Nuno is deeply committed to advancing the integration of machine learning with Earth system science to better predict ecosystem responses to climate change. He collaborates internationally to develop innovative methods that improve the accuracy and interpretability of biogeochemical models.

Mail: ncarvalhais@bgc-jena.mpg.de
Publication: Google Scholar
Official Website: https://www.bgc-jena.mpg.de/person/121289/2206