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M. Farthing

8 papers hereh-index 293.4k citations134 works total

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

author position
  • middle author6
  • last author1

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • physics.comp-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedDifferentiable modeling to unify machine learning and physical models and advance Geosciences

466 citations · 526 across the 8 of their papers we have counts for

collaborators
Showing 2020 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2020★ 43 cited

A greedy non-intrusive reduced order model for shallow water equations

Sourav Dutta, Matthew W. Farthing, Emma Perracchione +2

In this work, we develop Non-Intrusive Reduced Order Models (NIROMs) that combine Proper Orthogonal Decomposition (POD) with a Radial Basis Function (RBF) interpolation method to c…

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