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SUMMARY:Building Simulation-Based Cosmological Inference for Stage-IV LSS 
 Surveys
DTSTART:20260414T130000Z
DTEND:20260414T140000Z
DTSTAMP:20260422T073900Z
UID:indico-event-2534@indico.ifae.es
DESCRIPTION:Speakers: Tomasz Kacprzak (ETHZ)\n\nSimulations-based inferenc
 e (SBI) has emerged as a powerful tool for extracting significantly more c
 osmological information from large-scale structure probes. However\, build
 ing SBI is a complex and challenging task\, requiring interdisciplinary wo
 rk in map-level modeling (substructure\, galaxy-halo connection\, galaxy e
 volution\, baryon feedback\, intrinsic alignments)\, high-performance comp
 uting (building N-body simulators\, parallel code optimization\, dealing w
 ith IO and storage)\, and artificial intelligence (map-level emulation\, p
 ainting\, cosmological inference methodology). In this talk\, I will discu
 ss key elements of these aspects and present how we can build SBI for Stag
 e-IV surveys in practice. I will also share our insights from the previous
  and ongoing map-level analyses of the Dark Energy Survey.\n\nhttps://indi
 co.ifae.es/event/2534/
LOCATION:C7b/058 - Seminar (IFAE Main Building C7b)
URL:https://indico.ifae.es/event/2534/
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