240 citations · 245 across the 9 of their papers we have counts for
4 papers · 1 filter
Generative Modeling of Aerosol State Representations
Ehsan Saleh, Saba Ghaffari, Jeffrey H. Curtis +4
Aerosol-cloud--radiation interactions remain among the most uncertain components of the Earth's climate system, in partdue to the high dimensionality of aerosol state representatio…
Learned 1-D advection solver to accelerate air quality modeling
Manho Park, Zhonghua Zheng, Nicole Riemer +1
Accelerating the numerical integration of partial differential equations by learned surrogate model is a promising area of inquiry in the field of air pollution modeling. Most prev…
Estimating black carbon aging time-scales with a particle-resolved aerosol model
N. Riemer, M. West, R. A. Zaveri +1
Understanding the aging process of aerosol particles is important for assessing their chemical reactivity, cloud condensation nuclei activity, radiative properties and health impac…
Simulating the evolution of soot mixing state with a particle-resolved aerosol model
N. Riemer, M. West, R. A. Zaveri +1
The mixing state of soot particles in the atmosphere is of crucial importance for assessing their climatic impact, since it governs their chemical reactivity, cloud condensation nu…