Eliot Kim

About Me

I am a first-year Ph.D. student at the University of Washington Department of Atmospheric and Climate Sciences, with Prof. Alex Turner’s research group. I’m working on emulating methane in chemistry-climate models using deep learning.

Previously, I spent a year at NASA Goddard Space Flight Center’s Global Modeling and Assimilation Office, where I worked with Drs. Christoph Keller and Julie Nicely on building a machine learning-based operator for chemical data assimilation in the NASA GEOS-CF modeling sysetem.

Research Interests

• Physics-based machine learning for Earth system modeling
• Atmospheric chemistry modeling
• Explainable AI
• Data accessibility

Publications

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