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researcher

C. Huston

5 papers hereh-index 7366 citations28 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.LG4
  • stat.AP1

identity via Semantic Scholar / OpenAlex

most citedBayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires

43 citations · 59 across the 5 of their papers we have counts for

collaborators
Showing stat.APShow all

1 paper · 1 filter

stat.AP2022★ 5 cited

Towards Data Assimilation in Level-Set Wildfire Models Using Bayesian Filtering

Joel Janek Dabrowski, Carolyn Huston, James Hilton +2

The level-set method is a prominent approach to modelling the evolution of a fire over time based on a characterised rate of spread. It however does not provide a direct means for…

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