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researcher

Katherine E V Deck

5 papers hereh-index 446 citations9 works total

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

author position
  • middle author5

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

fields
  • cs.LG1
  • physics.app-ph1
  • physics.comp-ph1
  • physics.data-an1
  • physics.geo-ph1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2024

Toward Routing River Water in Land Surface Models with Recurrent Neural Networks

Mauricio Lima, Katherine Deck, Oliver R. A. Dunbar +1

Machine learning is playing an increasing role in hydrology, supplementing or replacing physics-based models. One notable example is the use of recurrent neural networks (RNNs) for…

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