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cs.LG2025
Leveraging Deep Learning for Physical Model Bias of Global Air Quality Estimates
Kelsey Doerksen, Yuliya Marchetti, Kevin Bowman +5
Air pollution is the world's largest environmental risk factor for human disease and premature death, resulting in more than 6 million permature deaths in 2019. Currently, there is…
cs.LG2025
Uncertainty Quantification for Surface Ozone Emulators using Deep Learning
Kelsey Doerksen, Yuliya Marchetti, Steven Lu +5
Air pollution is a global hazard, and as of 2023, 94\% of the world's population is exposed to unsafe pollution levels. Surface Ozone (O3), an important pollutant, and the drivers…