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researcher

V. A. Villar

15 papers hereh-index 320 citations15 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author6
  • last author6

Across the 13 of 15 papers where every author was matched, so the position is known.

fields
  • astro-ph.IM7
  • astro-ph.HE5
  • astro-ph.SR2
  • cs.LG1
same name
  • V. A. Villar — 7 papers, h 4
  • V. A. Villar — 2 papers, h 1
  • V. A. Villar — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedA Physics-Informed Variational Autoencoder for Rapid Galaxy Inference and Anomaly Detection

3 citations · 8 across the 15 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

Causal Foundation Models: Disentangling Physics from Instrument Properties

Jeroen Audenaert, Daniel Muthukrishna, Paul F. Gregory +2

Foundation models for structured time series data must contend with a fundamental challenge: observations often conflate the true underlying physical phenomena with systematic dist…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.