ELFT HÍRADÓ

[vidakris AT konkoly.hu]

Szemináriumi meghívó / Invitation to a seminar
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CSFK CSI SZEMINÁRIUM / KONKOLY OBSERVATORY SEMINAR

Date: Mar 27 (Thursday) 14:00


Gábor Marton (Konkoly Observatory; Hungary): 
The project NEMESIS: machine learning techniques to understand star formation


NEMESIS (Novel Evolutionary Model for the Early Stages of stars with 
Intelligent Systems) was a 4 year long EU H2020 project launched in March 
2021, with the involvement of 3 institutes: Konkoly, the University of 
Geneva, and the University of Vienna. It had the goal to improve our 
understanding of star formation and early stellar evolution with the help of 
machine learning (ML) techniques. These techniques were more frequently used 
in other fields of astronomy, and NEMESIS was groundbreaking in using them to 
the study of early stages of star formation. I will summarise the results of 
the project with special attention to all the topics where NEMESIS 
successfully applied computer vision, ML regression, dimension reduction, 
supervised and unsupervised techniques, and also deep learning during the 
different phases of the project. I give details about the new Herschel/PACS 
point source catalog, the most complete catalog of young stars collected, the 
source removal tool, the unsupervised
  morphological classification of Young Stellar Objects, and the creation of 
a new, deep learning YSO catalogue.

https://konkoly.hu/k-szeminariumok

The seminar will be held live in the Detre hall with audience, but also 
streamed online via Zoom. If you are unable to attend the presentation in 
person, you can join us via this link
https://us06web.zoom.us/j/82806911982?pwd=SVZpT0syQ1J6dHBvSkF4N2dXNEQ0dz09
or the meeting ID: 828 0691 1982 and passcode: 206265



Everyone is welcome!

Krisztián Vida, Ramon Brasser
organizers
https://konkoly.hu/k-szeminariumok