Ron Sarafian

Gaussian Markov random fields improve ensemble predictions of daily 1 km PM2.5 and PM10 across France

Itai Kloog, Ron Sarafian, Alexandra Shtein, 2021 .

A Domain Adaptation Approach for Performance Estimation of Spatial Predictions

Itai Kloog, Ron Sarafian, Elad Sarafian, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Deep multi-task learning for early warnings of dust events implemented for the Middle East

Y. Rudich, S. Raveh‐Rubin, Dori Nissenbaum, 2023, npj Climate and Atmospheric Science.

Optimal-design domain-adaptation for exposure prediction in two-stage epidemiological studies

Itai Kloog, Ron Sarafian, Jonathan D. Rosenblatt, 2021, Journal of Exposure Science & Environmental Epidemiology.

Gaussian Markov Random Fields versus Linear Mixed Models for satellite-based PM2.5 assessment: Evidence from the Northeastern USA

Itai Kloog, Ron Sarafian, Allan C. Just, 2019, Atmospheric Environment.

Six types of dust events in Eastern Mediterranean identified using unsupervised machine-learning classification

Y. Rudich, S. Raveh‐Rubin, Dori Nissenbaum, 2023, Atmospheric Environment.