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Arka Daw

20 papers hereh-index 8471 citations28 works total

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

author position
  • first author6
  • middle author11

Across the 17 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.CV6
  • cs.CR1
  • cs.SI1
  • q-bio.PE1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedPhysics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling

311 citations · 393 across the 20 of their papers we have counts for

collaborators
Showing 2017 · cs.LGShow all

1 paper · 2 filters

cs.LG2017★ 311 cited

Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling

Arka Daw, Anuj Karpatne, William Watkins +2

This paper introduces a framework for combining scientific knowledge of physics-based models with neural networks to advance scientific discovery. This framework, termed physics-gu…

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