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SUMMARY:TALES School II: Hands-on workshop on machine learning application
 s to astrophysics
DTSTART:20260913T140000Z
DTEND:20260918T100000Z
DTSTAMP:20260719T041100Z
UID:indico-event-18171@indico.global
DESCRIPTION:Rationale\n\nThe second TALES training will be organized in a 
 form of a Hackathon\, offering real-world training in machine learning app
 lications to astrophysics. This 3-day intensive data challenge/hackathon a
 ims for the TALES's doctoral candidates (DCs) to develop advanced computat
 ional tools for analyzing AGN light curves and time-series in general. The
  objectives of the challenge may range from the selection/classification t
 o characterization of AGNs using multi-wavelength time-series data. Datase
 ts (observed/simulated light curves) and challenge requirements (e.g. anom
 aly detection\, reconstruction of data\, classification\, etc.) will be de
 signed by the external experts. The complexity of the tasks and requiremen
 ts may have a great range of difficulties\, in coordination with the TALES
  supervisors. The DCs will form 3-4 teams (team members randomly selected)
  and will be supported by the lecturers and supervisors throughout the wor
 k.\nThis event will combine the Smart Data Technologies-2 workshop and the
  Core Professional Skills-2: Oral & Written Communication Skills workshop\
 , to make the most out of this in-person gathering of the whole DC group.\
 nPreliminary Agenda\n(The detailed Timetable will be updated soon)\nSun\, 
 13 Sept — ArrivalMon–Wed\, 14–16 Sept (morning) — Hackathon (2.5 d
 ays)Wed\, 16 Sept (afternoon) – Thu\, 17 Sept — Skills4Science worksho
 pFri\, 18 Sept (preferably afternoon) — Departure\nParticipants\n\nExper
 ts:  Paula Sanchez-Saez (ESO)\, Paolo Bonfini (University of Crete | IA-F
 ORTH) \nSupervisors:  Dragana Ilić\, Andjelka Kovačević\, (TBA)\nStud
 ents:\n\nNicolò Belgiovine\nNatale De Bonis\nAmie-Louise Doherty\nPratham
 esh Ingale\nMarios Kouzis\nTianying Lian\nV. Madurga Favieres\nValerio Pan
 dolfi\nMichail Polioudakis\nShashanth Sriramanathan\nErin Umuzigazuba\n\n
  \nAdditional attendees: TBA\n\nhttps://indico.global/event/18171/
IMAGE;VALUE=URI:https://indico.global/event/18171/logo-3308287575.png
LOCATION:TBA (Petnica Science Center Serbia)
URL:https://indico.global/event/18171/
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