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Joseph Guinness

2 papers hereh-index 215 citations8 works total

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

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • stat.AP2
same name
  • Joseph Guinness — 3 papers, h 1

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

most citedA nonstationary spatial model of PM2.5 with localized transfer learning from numerical model output

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

collaborators

2 papers

stat.AP2026★ 2 cited

A nonstationary spatial model of PM2.5 with localized transfer learning from numerical model output

Wenlong Gong, Brian J. Reich, Joseph Guinness

Ambient air pollution measurements from regulatory monitoring networks are routinely used to support epidemiologic studies and environmental policy decision making. However, regula…

stat.AP2025

Estimating Velocity Vector Fields of Atmospheric Winds using Transport Gaussian Processes

Youssef Fahmy, Maria Laura Battagliola, Joseph Guinness

Accurately estimating latent velocity vector fields of atmospheric winds is crucial for understanding weather phenomena. Direct measurement of atmospheric winds is costly, especial…

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