{"id":557,"date":"2024-09-10T09:57:04","date_gmt":"2024-09-10T06:57:04","guid":{"rendered":"https:\/\/mosaiics.astro.bas.bg\/?page_id=557"},"modified":"2025-05-01T14:23:55","modified_gmt":"2025-05-01T11:23:55","slug":"machine-learning-and-computer-vision-in-heliophysics-2025","status":"publish","type":"page","link":"https:\/\/mosaiics.astro.bas.bg\/?page_id=557","title":{"rendered":"MACHINE LEARNING AND COMPUTER VISION IN HELIOPHYSICS 2025"},"content":{"rendered":"\n
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MACHINE LEARNING AND COMPUTER VISION
IN HELIOPHYSICS<\/h1>\n\n\n\n

7-9 APRIL 2025<\/span>
SOFIA<\/span> BULGARIA<\/span>
and online<\/h2>\n\n\n\n
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Registration<\/a><\/div>\n\n\n\n
Abstracts<\/a><\/div>\n\n\n\n
Program<\/a><\/div>\n\n\n\n
Venue<\/a><\/div>\n\n\n\n
Participants<\/a><\/div>\n\n\n\n
Presenter Info<\/a><\/div>\n<\/div>\n\n\n\n
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Thanks to all who attended the MCH25 Conference in person and virtually! The videos of presentations will be posted here in due course. The next conference is planned for 2027.<\/p>\n\n\n

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This hybrid conference focuses 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 and operational efforts for solar activity and heliospheric phenomena.<\/mark><\/strong>
Check out the website of the first MCH conference in 2023<\/a><\/p>\n\n\n\n

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Conference Topics<\/h3>\n\n\n\n

– Computer Vision and Machine Learning applications in heliophysics, including:<\/mark>
– Solar magnetism<\/mark>
– Solar activity (flares, CMEs, particles)<\/mark>
– Solar wind<\/mark>
– Space weather and space climate, gaps and applications to be tackled with CV and ML<\/mark>
– Heliospheric radio emissions<\/mark>
– Computer Vision and Machine Learning techniques<\/mark>
– Explainable Machine Learning<\/mark> and Physics-informed networks<\/mark>
– Tools for CV and ML (based on Python, OpenCV, scikit-learn, TF\/Pytorch, etc)<\/mark>
– Research to Operations augmented by CV\/AI<\/p>\n\n\n\n

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Program<\/mark><\/h2>\n\n\n\n
<\/object>MCH25_FULL_MERGED_SCHEDULE<\/a>Download<\/a><\/div>\n\n\n\n
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Scientific Organising Committee<\/h3>\n\n\n\n

Jorge Amaya (ESA)
Manolis Georgoulis (Applied Physics Laboratory, Johns Hopkins University, USA)<\/mark>
Robert Jarolim (HAO, USA)
Shane Maloney (Dublin Institute for Advanced Studies, Ireland)
Michele Piana (Universit\u00e0 di Genova, Italy)
<\/mark>Pietro Zucca (ASTRON, Netherlands)
Kamen Kozarev (Bulgarian Academy of Sciences, Bulgaria)<\/p>\n\n\n\n

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Invited Speakers<\/h3>\n\n\n\n

Andr\u00e9s Asensio Ramos (Instituto de Astrof\u00edsica de Canarias, Spain)

Sabrina Guastavino (University of Genoa, Italy)

Carlos Jos\u00e9 D\u00edaz Baso (University of Oslo, Norway)

Oleg Stepanyuk (Institute of Astronomy, Bulgarian Academy of Sciences, Bulgaria)<\/p>\n\n\n\n

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Deadlines<\/h2>\n\n\n\n

Abstract Submission by: <\/strong>14 February, 2025
Early Registration:<\/strong> 10-20 February, 2025
Regular Registration:<\/strong> 21 February-23 March, 2025<\/mark>
Late Registration<\/strong> (in person): 24 March-02 April, 2025
Late Registration<\/strong> (online): 7 April, 2025
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Local Organizing Committee<\/h2>\n\n\n\n

Kamen Kozarev, Rositsa Miteva, Momchil Dechev<\/mark>, Oleg Stepanyuk, Artem Epifanov, Vergil Yotov, Dimitar Sotirov
Institute of Astronomy and National Astronomical Observatory, Bulgarian Academy of Sciences<\/mark><\/p>\n\n\n\n


For questions and inquiries, email mch@nao-rozhen.org<\/strong><\/p>\n\n\n\n

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Abstracts<\/mark><\/h2>\n\n\n\n
<\/object>\u0410bstracts_book_2025<\/a>Download<\/a><\/div>\n\n\n\n
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Regist<\/mark>ration<\/h2>\n\n\n\n
Registration Type<\/th>Dates<\/th>In-Person Fees<\/th>Online Fees<\/th><\/tr><\/thead>
Early Registration<\/td>10-24 February, 2025<\/td>110 EUR<\/td>80 EUR<\/td><\/tr>
Regular Registration<\/td>25 February – 30 March, 2025<\/mark><\/td>130 EUR<\/td>100 EUR<\/td><\/tr>
Late Registration<\/td>Late Registration<\/td>150 EUR<\/td>120 EUR<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

The organizers have very limited resources to support participation of undergraduate and graduate students only<\/strong>, on a first come, first served basis. Please email mch@nao-rozhen.org and state your case if you would like to be considered for financial support.<\/p>\n\n\n\n

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Conference Venue<\/mark><\/h2>\n\n\n\n

MCH25 will be held at “Mozart” Hall on the 4th floor of th\u0435 Grand Hotel Millennium<\/a> in Sofia,<\/strong> Bulgaria. The hotel is situated in downtown Sofia, close to tourist attractions, museums and galleries, restaurants and shopping. It is easily accessible by<\/mark> subway<\/a> or taxi from Sofia Airport.<\/mark>

From the Airport, take the Metro 4 (yellow) line to “SU Sveti Kliment Ohridski” station, then switch to Metro 3 (green) line, direction Gorna Banya, and get off at “National Palace of Culture” station. Metro tickets cost 1.60 BGN (~0.8 EUR).

If taking a taxi, we recommend going to the official taxi stand to the side of the airport Terminal 2 and taking an authorised Yellow taxi<\/a>. Taxi rates must be displayed on the rear, the ride to downtown Sofia should cost around 20 BGN (~10 EUR) or less.<\/p>\n\n\n\n

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