Jobs:Job-00559

From CSDMS
PhD position available @EILab Politecnico di Milano
Politecnico di Milano, , Italy
Apply before: 21 December 2021


We have an open PhD position in our lab to work on Machine Learning for Extreme Events detection and attribution. More details HERE (https://www.ei.deib.polimi.it/?page_id=2422) and below.


The Environmental Intelligence Lab (https://www.ei.deib.polimi.it/) at Politecnico di Milano invites applications for one PhD position for a period of 3 (+1) years starting from mid Spring 2022.

This position is funded by the Horizon 2020 project CLINT (https://www.climateintelligence.eu/) focusing on the development of an Artificial Intelligence framework composed of Machine Learning techniques and algorithms to process big climate datasets for improving Climate Science in the detection, causation, and attribution of Extreme Events including tropical cyclones, heatwaves and warm nights, droughts, and floods. CLINT involves 15 partners, including major climate centres in EU, data scientists, and experts of climate services

The research activity will focus on:

  • Developing feature extraction algorithms for supporting the detection of spatial and temporal patterns and evolutions of climatological fields (e.g., temperature) associated with extreme events, particularly, extreme droughts, heatwaves, and compound events.
  • Validating the detected teleconnections with data-driven causal inference methods.

Qualifications for this position include a MSc degree in Physics, Computer and/or Automation Engineering, Artificial Intelligence, Applied Mathematics or related fields. Strong numerical and computational skills are required as well as English language skills both in oral and written communication.

The application package must include CV, list of publications, and the name of two references.

Deadline for the package submission: 21th December 2021.

For informal enquiries please contact Professor Andrea Castelletti (andrea.castelletti@polimi.it)

Best Regards,

Andrea


Andrea Castelletti, PhD, PE
Professor
Head, Environmental Intelligence Lab
Dept. of Electronics, Information, and Bioengineering
Politecnico di Milano
Piazza Leonardo da Vinci, 32
I-20133 Milano, Italy

http://www.ei.deib.polimi.it/

Of interest for:
  • Terrestrial Working Group
  • Hydrology Focus Research Group