Kara Sulia

University at Albany, State University of New York — United States

Environmental Science · Physical Sciences

13h-index1.4kcitations35works0.72yr avg
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Research Topics

Atmospheric aerosols and clouds(24), Atmospheric chemistry and aerosols(19), Meteorological Phenomena and Simulations(16), Aeolian processes and effects(4), Icing and De-icing Technologies(4)

Publications35 total

A Machine Learning Framework for Predicting Microphysical Properties of Ice Crystals From Cloud Particle Imagery
Journal of Geophysical Research Machine Learning and Computation·2025Open Access
Machine Learning Detection of Road Surface Conditions: A Generalizable Model using Traffic Cameras and Weather Data
ArXiv.org·2025Open Access
Understanding Ice Crystal Habit Diversity with Self-Supervised Learning
arXiv (Cornell University)·2025Open Access
A Machine Learning Framework for Predicting Microphysical Properties of Ice Crystals from Cloud Particle Imagery
arXiv (Cornell University)·2025Open Access
A Machine Learning Framework for Predicting Microphysical Properties of Ice Crystals from Cloud Particle Imagery
2025Open Access
Quantitative Content Analysis Data for Hand Labeling Road Surface Conditions in New York State Department of Transportation Camera Images
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Increasing the Reproducibility and Replicability of Supervised AI/ML in the Earth Systems Science by Leveraging Social Science Methods
Earth and Space Science·2024· 5 citedOpen Access
Verification of the Global Forecast System, North American Mesoscale Forecast System, and High-Resolution Rapid Refresh Model Near-Surface Forecasts by Use of the New York State Mesonet
Weather and Forecasting·2023· 1 cited
Quantitative Content Analysis Data for Hand Labeling Road Surface Conditions in New York State Department of Transportation Camera Images
2023· 1 citedOpen Access
Classification of Cloud Particle Imagery from Aircraft Platforms Using Convolutional Neural Networks
Journal of Atmospheric and Oceanic Technology·2022· 16 citedOpen Access
The Ice Particle and Aggregate Simulator (IPAS). Part III: Verification and Analysis of Ice–Aggregate and Aggregate–Aggregate Collection for Microphysical Parameterization
Journal of the Atmospheric Sciences·2022· 10 citedOpen Access
The Ice Particle and Aggregate Simulator (IPAS). Part II: Analysis of a Database of Theoretical Aggregates for Microphysical Parameterization
Journal of the Atmospheric Sciences·2022· 7 citedOpen Access
Investigating the Evolution of Ice Particle Distributions in Mixed-Phase Clouds
2021Open Access
Assessment of a Microphysical Ensemble Used to Investigate the OWLeS IOP4 Lake-Effect Storm
Journal of the Atmospheric Sciences·2021· 5 citedOpen Access
Physical Impacts of Stochastic Perturbed Parameterizations on Microphysical Processes in an Adaptive Habit Model Ensemble: A Case Study of Heavy Rainfall in New York State
AGU Fall Meeting Abstracts·2020
A New Method for Ice–Ice Aggregation in the Adaptive Habit Model
Journal of the Atmospheric Sciences·2020· 13 citedOpen Access
Sensitivity of Lake-Effect Cloud Microphysical Processes to Ice Crystal Habit and Nucleation during OWLeS IOP4
Journal of the Atmospheric Sciences·2019· 6 citedOpen Access
The Fall Speed Variability of Similarly Sized Ice Particle Aggregates
Journal of Applied Meteorology and Climatology·2019· 9 citedOpen Access
The Ice Particle and Aggregate Simulator (IPAS). Part I: Extracting Dimensional Properties of Ice–Ice Aggregates for Microphysical Parameterization
Journal of the Atmospheric Sciences·2019· 14 citedOpen Access
Simulated Polarimetric Fields of Ice Vapor Growth Using the Adaptive Habit Model. Part I: Large-Eddy Simulations
Monthly Weather Review·2017· 19 citedOpen Access
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Frequent Co-authors

Jerry Y. Harrington(14), Vanessa Przybylo(14), Carl Schmitt(7), Zachary J. Lebo(7), Hugh Morrison(6), Lauriana C. Gaudet(5), Nick P. Bassill(5), Christopher D. Wirz(4), Carly Sutter(4), Mariana G. Cains(4), Jacob T. Radford(4), Chris D. Thorncroft(4), Joseph Ko(4), Marcus van Lier‐Walqui(4), Kara D. Lamb(4), Graham Feingold(3), D. Evans(3), Matthew D. Shupe(2), Barbara Ervens(2), Lindsay Sheridan(2)