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J. Saenz

4 papers hereh-index 10349 citations38 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • physics.comp-ph2
  • cs.LG1
  • physics.ao-ph1

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedInterpreting neural network models of residual scalar flux

36 citations · 63 across the 4 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

physics.ao-ph2020

A Prognostic, One-Equation Model of Meso-Scale Eddy Momentum Fluxes

J. A. Saenz, T. D. Ringler

We present a prognostic, one-equation model for eddy-mean flow interactions to parameterize the divergence of the Eliassen-Palm flux tensor (EPFT) that arises from thickness-weight…

physics.comp-ph2020★ 36 cited

Interpreting neural network models of residual scalar flux

Gavin D. Portwood, Balasubramanya T. Nadiga, Juan A. Saenz +1

We show that in addition to providing effective and competitive closures, when analysed in terms of dynamics and physically-relevant diagnostics, artificial neural networks (ANNs)…

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