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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 citedPhysics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles

41 citations · 63 across the 5 of their papers we have counts for

collaborators
Showing physics.geo-phShow all

1 paper · 1 filter

physics.geo-ph2020★ 8 cited

Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks

Xiaowei Jia, Jacob Zwart, Jeffrey Sadler +8

This paper proposes a physics-guided machine learning approach that combines advanced machine learning models and physics-based models to improve the prediction of water flow and t…

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