International Workshop on Machine Learning and Computer Vision in Heliophysics, Sofia, Bulgaria, April 19-21, 2023 — First Announcement

International Workshop on Machine Learning and Computer Vision in
Heliophysics, Sofia, Bulgaria, April 19-21, 2023

This interdisciplinary workshop will focus on applications of Computer Vision and Machine / Deep Learning techniques to heliophysics research and forecasting frameworks, as well on the integration of these techniques into modeling efforts of solar and heliospheric phenomena.

Topics to be covered:

  • Computer Vision and Machine Learning applications in
  • Solar magnetism
  • Solar activity (flares, CMEs, particles)
  • Space weather forecasting, gaps and applications that can be tackled with CV and ML
  • Magnetospheres (terrestrial and planetary) and ionospheres
  • Heliospheric radio emissions
  • CV/ML techniques, explainable ML
  • Open source tools for CV and ML (Python, OpenCV, scikit-learn, TF/Pytorch, etc).

Scientific Organising Committee:
Astrid Veronig (Graz University)
Manolis Georgoulis (Academy of Athens)
Long Xu (Chinese Academy of Sciences)
Pietro Zucca (ASTRON, The Netherlands Institute of Radio Astronomy)
Shane Maloney (Dublin Institute for Advanced Studies)
Kamen Kozarev (Bulgarian Academy of Sciences)

Further information about abstract submission, registration and conference hotel will be provided on the conference website in the coming weeks: https://mch23.astro.bas.bg