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researcher

J. Read

9 papers hereh-index 408.6k citations111 works total

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

author position
  • middle author8
  • last author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • physics.comp-ph1
  • physics.geo-ph1
same name
  • J. Read — 112 papers, h 50
  • J. Read — 36 papers, h 82
  • J. Read — 28 papers, h 9
  • J. Read — 24 papers, h 27
  • J. Read — 23 papers
  • J. Read — 11 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedPhysics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling

311 citations · 497 across the 9 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2018★ 13 cited

Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles

Xiaowei Jia, Jared Willard, Anuj Karpatne +4

This paper proposes a physics-guided recurrent neural network model (PGRNN) that combines RNNs and physics-based models to leverage their complementary strengths and improve the mo…

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