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researcher

J. Read

8 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 author7
  • last author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • physics.comp-ph1
  • physics.geo-ph1
same name
  • J. Read — 50 papers, h 50
  • J. Read — 19 papers
  • J. Read — 13 papers, h 82
  • J. Read — 6 papers
  • J. Read — 5 papers
  • J. Read — 4 papers, h 17

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
20182021
most citedPhysics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling

1 citations · 2 across the 2 of their papers we have counts for

collaborators
Showing physics.geo-phShow all

1 paper · 1 filter

physics.geo-ph2020

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.