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researcher

Yawen Guan

17 papers hereh-index 10472 citations25 works total

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

author position
  • first author6
  • middle author9

Across the 15 of 17 papers where every author was matched, so the position is known.

fields
  • stat.ME8
  • stat.AP6
  • physics.ao-ph1
  • stat.CO1
  • stat.ML1
same name
  • Yawen Guan — 3 papers, h 3
  • Yawen Guan — 1 paper, h 2

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
20162025
most citedA comparison of statistical and machine learning methods for creating national daily maps of ambient PM2.5​ concentration

99 citations · 233 across the 15 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2019

Nearest-Neighbor Neural Networks for Geostatistics

Haoyu Wang, Yawen Guan, Brian J Reich

Kriging is the predominant method used for spatial prediction, but relies on the assumption that predictions are linear combinations of the observations. Kriging often also relies…

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