INTERNATIONAL WORKSHOP ON

MACHINE LEARNING AND COMPUTER VISION

IN HELIOPHYSICS

19-21 April, 2023
Sofia, Bulgaria

ABSTRACT SUBMISSION IS NOW OPEN! SEE ‘ABSTRACTS’ BELOW FOR LINK.


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.


Conference Topics

  • Computer Vision and Machine Learning applications in heliophysics, including:
    • Solar magnetism
    • Solar activity (flares, CMEs, particles)
    • Solar wind
    • Space weather and space climate, gaps and applications to be tackled with CV and ML
    • Heliospheric radio emissions
  • Computer Vision and Machine Learning techniques
  • Explainable Machine Learning
  • Physics-informed networks
  • Open source tools for CV and ML (Python, OpenCV, scikit-learn, TF/Pytorch, etc).

Scientific Organising Committee

Kamen Kozarev (Bulgarian Academy of Sciences)
Manolis Georgoulis (Academy of Athens)
Shane Maloney (Dublin Institute for Advanced Studies)
Astrid Veronig (Karl-Franzens-Universit├Ąt Graz)
Long Xu (Chinese Academy of Sciences)
Pietro Zucca (ASTRON, The Netherlands Institute of Radio Astronomy)


Confirmed Invited Speakers (continuously updated)

Robert Jarolim (Karl-Franzens-Universit├Ąt Graz)


Deadlines

Abstracts: 1 February, 2023
Registration:
15 March, 2023 – for in-person participants
1 April, 2023 – for online participants


Local Organizing Committee

Momchil Dechev
Kamen Kozarev
Rositsa Miteva
Mohamed Nedal
Dimitar Sotirov
Oleg Stepanyuk
Institute of Astronomy, Bulgarian Academy of Sciences


Abstracts

Abstract submissions are now open.
SUBMIT YOUR ABSTRACT HERE


Register

REGISTRATION WILL OPEN IN 2023. PLEASE CHECK AGAIN SOON.


Conference Venue

The Workshop will be held at the Sofia Tech Park in Sofia, Bulgaria. It is a technology and innovation park which develops activities to support start-ups, small and medium enterprises, science, education and innovation.


Program

THE CONFERENCE PROGRAM WILL BE MADE AVAILABLE ON FEBRUARY 15, 2023.


Attendees

THE LIST OF ATTENDEES WILL BE POSTED HERE.