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DTSTART;TZID=Atlantic/Canary:20211216T150000
DTEND;TZID=Atlantic/Canary:20211216T160000
UID:iactalks-1526
X-WR-CALNAME: IAC Talks: Open Astronomy Seminars
X-ORIGINAL-URL: /iactalks/Talks/view/1526
CREATED:2021-12-16T15:00:00+00:00
X-WR-CALDESC: IAC Talks upcomming talks
SUMMARY:The CAMELS project
DESCRIPTION:The CAMELS project\nDr. Francisco Villaescusa-Navarro\n\nI will
  present the Cosmology and Astrophysics with MachinE Learning Simulations 
 (CAMELS) project, whose main goal of the project is to provide theoretical
  predictions for observables as a function of cosmology and astrophysics b
 y combining thousands of state-of-the-art cosmological hydrodynamic simula
 tions with machine learning. I will first introduce the simulations and th
 eir characteristics. Next, I will present a few results from the CAMELS co
 llaboration, such as the finding of a universal relation between subhalo p
 roperties, the usage of convolutional neural networks to marginalize over 
 astrophysics effects at the field level, a constrain on the mass of the Mi
 lky Way and Andromeda using graph neural networks, and the prospects of in
 ferring cosmological parameters with a single galaxy.\n \nJoin Zoom M
 eetinghttps://rediris.zoom.us/j/81173800387?pwd=Q3hvV0trbnlXeTQ2SzZVS1JveG
 ZZUT09Meeting ID: 811 7380 0387Passcode: 437953\nYouTube: https://youtu.be
 /qCYFAh9te_Y\n \n
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