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J. Dabrowski

16 papers hereh-index 13493 citations33 works total

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

author position
  • first author10
  • middle author6

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • stat.AP4
  • cs.RO1
  • stat.ML1
same name
  • J. Dabrowski — 9 papers, h 18
  • J. Dabrowski — 1 paper, h 21

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
20202024
most citedBayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires

43 citations · 122 across the 16 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 1 cited

A Neural Emulator for Uncertainty Estimation of Fire Propagation

Andrew Bolt, Conrad Sanderson, Joel Janek Dabrowski +2

Wildfire propagation is a highly stochastic process where small changes in environmental conditions (such as wind speed and direction) can lead to large changes in observed behavio…

cs.LG2023

Fruit Picker Activity Recognition with Wearable Sensors and Machine Learning

Joel Janek Dabrowski, Ashfaqur Rahman

In this paper we present a novel application of detecting fruit picker activities based on time series data generated from wearable sensors. During harvesting, fruit pickers pick f…

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