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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 2016Show all

3 papers · 1 filter

stat.AP2016★ 3 cited

Inferring Ice Thickness from a Glacier Dynamics Model and Multiple Surface Datasets

Yawen Guan, Murali Haran, David Pollard

The future behavior of the West Antarctic Ice Sheet (WAIS) may have a major impact on future climate. For instance, ice sheet melt may contribute significantly to global sea level…

physics.ao-ph2016★ 49 cited

Assessing the Impact of Retreat Mechanisms in a Simple Antarctic Ice Sheet Model Using Bayesian Calibration

Kelsey L. Ruckert, Gary Shaffer, David Pollard +4

The response of the Antarctic ice sheet (AIS) to changing climate forcings is an important driver of sea-level changes. Anthropogenic climate change may drive a sizeable AIS tippin…

stat.CO2016★ 2 cited

A Computationally Efficient Projection-Based Approach for Spatial Generalized Linear Mixed Models

Yawen Guan, Murali Haran

Inference for spatial generalized linear mixed models (SGLMMs) for high-dimensional non-Gaussian spatial data is computationally intensive. The computational challenge is due to th…

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