Qadir, Ghulam A.

1. Modeling and Predicting Spatio-temporal Dynamics of PM_2.5 Concentrations Through Time-evolving Covariance Models
   2022/02/24 by Ghulām Qādir, Qadir, Ghulam A., Ying Sun +1 · 1 citation
   Environmental Science · Mathematics · #Air Quality Monitoring and Forecasting #Computer science #Covariance #Covariance function #Data mining #Ecology #Econometrics #Extant taxon #FOS: Computer and information sciences #Gaussian #Gaussian process #Geostatistics #Mathematics #Methodology (stat.ME) #Physics #Range (aeronautics) #Smoothness #Soil Geostatistics and Mapping #Spatial variability #Statistics #Temporal database #Temporal scales
2. Efficient Large-scale Nonstationary Spatial Covariance Function Estimation Using Convolutional Neural Networks
   2023/06/20 by Pratik Nag, Nag, Pratik, Yiping Hong +9 · 2 citations
   Chemistry · Environmental Science · #Air Quality Monitoring and Forecasting #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Remote Sensing in Agriculture #Spectroscopy and Chemometric Analyses