Max Planck Gesellschaft
Zavud Baghirov


PhD candidate with the
Global Diagnostic Modelling group

room: C1.014 (tower)
phone: +49 3641 576211
fax: +49 3641 576211
email: zbaghirov(at)bgc-jena.mpg.de

Research interests | Current Research | Academic Background


Research Interest:

I am interested in Environmental & Climate change related research. My specific research interests are:

  • Applications of Machine & Deep Learning in Environmental/Climate sciences
  • Environmental Remote Sensing
  • Environmental Modelling
  • Data Science
  • Scientific Programming

Current Research:

In my current research, I aim to combine deep learning models with physical models using different Earth observation data. This combination of deep learning and physics based models is called hybrid modelling. With this approach, we aim to develop a global model of (coupled) water and carbon cycles. This research also aims to quantify the uncertainties that exist in the hybrid model.

Academic Background:

  • Max Planck Institute for Biogeochemistry
    02/2022 - Present: PhD candidate with the Global Diagnostic Modelling research group
  • Friedrich-Schiller-University Jena
    10/2021 - 02/2022: Visiting researcher with the Remote Sensing group at the Institute of Geography
  • Luxembourg Institute of Science and Technology
    12/2020 - 06/2021: Research intern at the Environmental Sensing and Modelling department
  • University of Trier
    10/2017 - 11/2021: MSc in Environmental Sciences
  • Baku State University
    09/2013 - 06/2017: BSc in Ecology
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