Yawen Guan

A comparison of statistical and machine learning methods for creating national daily maps of ambient PM2.5 concentration

Veronica J. Berrocal, Yawen Guan, Amanda Muyskens et al. · Atmospheric Environment · 2019 · 92 citations · Full text

Ambient Pm2.5 Concentration, Environmental Monitoring, Machine Learning Methods +10

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

Kelsey L. Ruckert, Gary Shaffer, David Pollard et al. · PLoS ONE · 2017 · 49 citations · Full text

Engineering, Earth Science, Bayesian Inversion Method +18

Sources, characteristics and climate impact of light-absorbing aerosols over the Tibetan Plateau

Siyu Chen, Renhe Zhang, Rui Mao et al. · Earth-Science Reviews · 2022 · 47 citations

Climatology, Climate Impact, Engineering +9

MIMIX: A Bayesian Mixed-Effects Model for Microbiome Data From Designed Experiments

Neal S. Grantham, Yawen Guan, Brian J. Reich et al. · Journal of the American Statistical Association · 2019 · 45 citations · Full text

Dysbiosis, Bayesian Mixed-effects Model, Microbial Evolution +27

Probabilistic projections of baseline twenty-first century CO2 emissions using a simple calibrated integrated assessment model

Vivek Srikrishnan, Yawen Guan, Richard S.J. Tol et al. · Climatic Change · 2022 · 39 citations · Full text