Physics-informed Machine Learning for Aerosol Microphysics: Improving Confidence in How Atmospheric Particles Shape Climate and Health
Invited presentation, Physics and Astronomy Colloquium Series, Appalachian State University, Boone, NC
Talks & presentations
Research in conversation.
Seminars and conference contributions, including collaborative presentations with the presenting author identified in the record.
Physics-informed machine learning parameterizations of aerosol microphysics for chemistry and climate models
Gordon Research Conference on Machine Learning for Actionable Climate Science, Bryant University, Smithfield, RI
Effects of Ultrafine Particles and Extreme Temperature on Hospital Admissions of High Burden Diseases
Oral presentation (Qi) at the 46th Annual Meeting of the Association for Public Policy Analysis & Management (APPAM), National Harbor, MD, USA
GEOS-Chem-APM for (1) physics-guided machine learning parameterizations and (2) aerosol pollution exposure and health disparities
Poster presented at the 11th International GEOS-Chem Meeting, Washington University, St. Louis, MO, USA
Mysteriously rapid rise in Legionnaires' Disease incidence correlates with declining atmospheric sulfur dioxide
Oral presentation at the NYSDEC BAQAR/NYSERDA Seminar Series, Albany, NY, USA
Mysteriously rapid rise in Legionnaires' Disease incidence correlates with declining atmospheric sulfur dioxide
Oral presentation at the Council of State and Territorial Epidemiologists (CSTE) Legionnaires' Disease Surveillance Workgroup Call, Atlanta, GA, USA
The long-term effect of ultrafine particles on mortality and its sociodemographic disparities
Paper presented (Qi) at the American Public Health Association (APHA) 2023 Annual Meeting and Expo
Systematically assessing associations and disparities between ultra-fine particles and health outcomes, and the modifications by weather and greenness
Oral presentation at the NYSDEC BAQAR/NYSERDA Seminar Series, Albany, NY, USA
The role of ammonia in atmospheric new particle formation and implications for cloud condensation nuclei
Invited presentation, Academic Affairs Committee of the Board of Trustees of the State University of New York, Albany, NY
Global Atmospheric Ammonia: Insights from Modeling and Multi-Satellite Measurements
Oral presentation at the 103rd American Meteorological Society (AMS) Annual Meeting, Virtual
On Processes Controlling Size Distributions and Optical Properties of Stratospheric Particles: Long-Term Simulations and Comparisons with Measurements
Oral presentation (Yu) at the 103rd American Meteorological Society (AMS) Annual Meeting, Denver, CO, USA
Race-ethnicity disparities in COVID-19 outcomes may be worsened by shorter- and long-term aerosol pollutants exposure
Oral presentation at the 34th Annual Conference of the International Society of Environmental Epidemiology (ISEE), Virtual
Socioeconomic disparities in aerosol pollutant exposure may be amplified by ultrafine particles despite declining PM₂.₅
Oral presentation at the 34th Annual Conference of the International Society of Environmental Epidemiology (ISEE), Virtual
Race-ethnicity disparities in COVID-19 outcomes may be worsened by shorter- and long-term aerosol pollutants exposure
Oral presentation at the International Conference on Environment and Human Health: Challenges and Opportunities in the 21st Century, Virtual
GEOS-Chem-APM for physics-informed machine learning emulators and parameterizations
Oral presentation at the 10th International GEOS-Chem Meeting, Washington University, St. Louis, MO, USA
The Role of Ammonia in Atmospheric New Particle Formation and Aerosol Number Abundance at the Southern Great Plains Site
Paper presented at the 39th American Association for Aerosol Research (AAAR) Annual Conference, Virtual
Using Data from NASA Suborbital Campaigns to Validate a Machine Learning Algorithm for Predicting Cloud Condensation Nuclei
Paper presented at the 101st American Meteorological Society (AMS) Annual Meeting, Virtual
Use of machine learning to reduce uncertainty in anthropogenic radiative forcing associated with aerosol-cloud interactions
Paper presented (Yu) at the American Geophysical Union (AGU) Fall Meeting 2020, Virtual
Using machine learning to derive cloud condensation nuclei number concentrations from commonly available measurements
Paper presented at the American Geophysical Union (AGU) Fall Meeting 2020, Virtual
Predicting atmospheric particle number concentrations using machine learning
Paper presented at the Atmospheric Sciences Research Center Friday Colloquy, Albany, NY, USA
Particle Number Concentrations and Their Controlling Parameters: Predictive analysis using machine learning
Paper presented at the NYS DEC-DAR-BAQAR scientific meeting 2020, Albany, NY, USA
Particle Number Concentrations and Their Controlling Parameters: Predictive analysis using machine learning
Poster presented at the 100th American Meteorological Society (AMS) Annual Meeting, Boston, MA, USA
Ammonium and Ammonia: Concentration Trends in the Northeast United States
Poster presented (Schwab) at the 37th American Association for Aerosol Research (AAAR) Annual Conference, Portland, OR, USA
Assessment of Model-Simulated Global Atmospheric Ammonia with Satellite Remote Sensing Measurements
Poster presented at the 37th American Association for Aerosol Research (AAAR) Annual Conference, Portland, OR, USA
Spatio-seasonal Variations of Atmospheric Ammonia: Comprehensive Model--Observation Comparisons
Poster presented at the 9th International GEOS-Chem Meeting, Harvard University, Boston, MA, USA
Atmospheric Ammonia over the United States: Comprehensive Model-Observation Comparisons
Paper presented at the NYSDEC DAR BAQAR scientific meeting 2018, Albany, NY, USA
Atmospheric Ammonia over the United States: Comprehensive Model-Observation Comparisons
Paper presented at the American Geophysical Union (AGU) Fall Meeting 2018, Washington, DC, USA
Comparison of Model Simulated Ammonia with Observations: A Case for Implementation of Improved Gas/Aerosol Partitioning Schemes
Talk presented at the 36th American Association for Aerosol Research (AAAR) Annual Conference, Raleigh, NC, USA
Comparison of GEOS-Chem simulated ammonia concentration with observation
Poster presented at the 8th International GEOS-Chem Meeting, Harvard University, Boston, MA, USA