Trok, J.T., Barnes, E.A., Davenport, F.V. & Diffenbaugh, N.S. "Machine learning–based extreme event attribution." Sci. Adv. 10, eadl3242 (2024). [Article Link]
Rastogi, D., Trok, J.T., Depsky, N., Monier, E. & Jones, A.D. "Historical evaluation and future projections of compound heatwave and drought extremes over the conterminous United States in CMIP6." Environ. Res. Lett. 19, (2023) [Article Link]
Trok, J.T., Davenport, F.V., Barnes, E.A., Diffenbaugh, N.S. "Using machine learning with partial dependence analysis to investigate coupling between soil moisture and near‐surface temperature." Journal of Geophysical Research: Atmospheres 128 (2023) [Article Link]
American Geophysical Union Fall Meeting 2023, San Francisco, CA
[Talk] Machine learning-based extreme event attribution
American Geophysical Union Fall Meeting 2022, Chicago, IL
[Talk] Using machine learning with partial dependence analysis to investigate coupling between soil moisture and near‐surface temperature
Stanford University 2021 – present
PhD, Earth System Science (expected 2026)
University of California – Davis 2017 – 2021
BS, Atmospheric Sciences
BS, Applied Mathematics
American Meteorological Society Graduate Fellowship 2021 – 2022
Atmospheric Sciences Departmental Award, University of California – Davis 2021
Regents Scholar, University of California – Davis 2017 – 2021