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researcher

Maria Teresa Arias

2 papers hereh-index 26 citations4 works total

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

author position
  • first author1
  • middle author1

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

fields
  • cs.LG1
  • math.NA1

identity via Semantic Scholar / OpenAlex

most citedEquivariant geometric convolutions for emulation of dynamical systems

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

collaborators

2 papers

math.NA2025

Scattering Networks on Noncommutative Finite Groups

Maria Teresa Arias, Davide Barbieri, Eugenio Hernández

Scattering Networks were initially designed to elucidate the behavior of early layers in Convolutional Neural Networks (CNNs) over Euclidean spaces and are grounded in wavelets. In…

cs.LG2023★ 1 cited

Equivariant geometric convolutions for emulation of dynamical systems

Wilson G. Gregory, David W. Hogg, Ben Blum-Smith +3

Machine learning methods are increasingly being employed as surrogate models in place of computationally expensive and slow numerical integrators for a bevy of applications in the…

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