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researcher

Efraín Magaña

2 papers hereh-index 212 citations8 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedEnsemble learning of the atrial fiber orientation with physics-informed neural networks

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2025

Image Velocimetry using Direct Displacement Field estimation with Neural Networks for Fluids

Efraín Magaña, Francisco Sahli Costabal, Wernher Brevis

An important tool for experimental fluids mechanics research is Particle Image Velocimetry (PIV). Several robust methodologies have been proposed to perform the estimation of veloc…

cs.LG2024★ 1 cited

Ensemble learning of the atrial fiber orientation with physics-informed neural networks

Efraín Magaña, Simone Pezzuto, Francisco Sahli Costabal

The anisotropic structure of the myocardium is a key determinant of the cardiac function. To date, there is no imaging modality to assess in-vivo the cardiac fiber structure. We re…

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