6 citations · 8 across the 3 of their papers we have counts for
3 papers
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…
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…
Geostatistical Modeling of Positive Definite Matrices: An Application to Diffusion Tensor Imaging
Zhou Lan, Brian J. Reich, Joseph Guinness +3
Geostatistical modeling for continuous point-referenced data has been extensively applied to neuroimaging because it produces efficient and valid statistical inference. However, di…