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researcher

Jacob Aaron Zwart

U.S. Geological Survey

5 papers hereh-index 232.3k citations58 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.LG3
  • physics.comp-ph1
  • physics.geo-ph1
affiliations
  • U.S. Geological Survey
HomepageORCID 0000-0002-3870-405X

identity via Semantic Scholar / OpenAlex

activity
20182021
most citedHeterogeneous Stream-reservoir Graph Networks with Data Assimilation

1 citations · 1 across the 1 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2018

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.