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researcher

Natalia L. Rubio

5 papers hereh-index 392 citations5 works total

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

author position
  • first author3
  • middle author1
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CE3
  • cs.LG1
  • math.AP1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedLearning Reduced-Order Models for Cardiovascular Simulations with Graph Neural Networks

2 citations · 2 across the 4 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.CE2026

Accelerated Patient-Specific Hemodynamic Simulations with Hybrid Physics-Based Neural Surrogates

Natalia L. Rubio, Eric F. Darve, Alison L. Marsden

Physics-based 0D reduced-order models provide computationally lightweight predictions of cardiovascular flows, resolving bulk hemodynamics in fractions of a second that would take…

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