Research
Ongoing Projects:
NRF (National Research Foundation of Korea) - Future change in Madden-Julian oscillation predictability and its teleconnections (PI)
Award Period: 2023/09-2028
KMA - Extreme weather in East Asia and associated large-scale circulation (PI)
Award Period: 2024/03-2024/12
NOAA- Deep Learning Hybrid Dynamical-statistical model for US Precipitation Subseasonal Forecasting (NOAA, PI)
Award Period: 2022-2025
NOAA- Diagnostics Package for MJO-Teleconnections (NOAA, Collaborator)
Award Period: 2022-2025
Completed Projects:
NSF, CAREER: Understanding the Source of the MJO Predictability and its Impact on the Mid-latitudes (2017-2023, PI)
NSF, GeoPath-IMPACT: Increasing Geosciences Enrollment through Research Experiences, Mentoring, and Curriculum Interactions with Community Colleges and High Schools (2016-2021, Co-PI)
NSF, Prediction and predictability for the multi-decadal variability in a changing climate (2011-2012, PI)
NSF- Discovering Pathways into the Geosciences through EarthBus Partnership (NSF, Co-PI, 2021-2024)
NOAA, Probabilistic seasonal prediction of the distribution of fish and marine mammals in the Northeast US (2017-2021, Co-PI)
NOAA, Understanding the Sources of Subseasonal Predictability of Extratropical Cyclone Activity (2016-2020, Co-PI)
NOAA, Prediction of Atmospheric Rivers in NMME (2015-2017, PI)
California Department of Water Resource, Deep Learning for Prediction of the MJO Teleconnections (2021-2023, PI)
NY Sea Grant, Understanding the impacts of climate change on the distribution, population connectivity, and productivity of summer flounder (Paralichthys dentatus) in the Mid-Atlantic Atlantic (2014-2016, Co-PI)
KMA- Machine Learning for improving Subseasonal Prediction (2021-2023, PI)
KMA, Impact of the coupled initialization on sub-seasonal forecast (2018-2020, PI)
KMA, Investigation of coupled initialization for seasonal predictability in North America and East Asia (2016-2017, PI)
KMA, Optimization of the global seasonal prediction system by improving land surface processes (2013-2015, PI)