J. David Neelin
Also known as David Neelin
J. David Neelin is a UCLA climate scientist who studies how the ocean, the atmosphere and tropical convection interact, and he co-authored ClimSim, a dataset for hybrid physics and machine-learning climate emulation that received a NeurIPS Outstanding Paper award in 2023. After a Princeton doctorate in 1987, he joined the UCLA faculty in 1988, became a professor in 1995 and chaired the Department of Atmospheric and Oceanic Sciences from 2010 to 2013. His textbook Climate Change and Climate Modeling appeared from Cambridge University Press in 2011, and his honours include fellowship in the Royal Society of Canada in 2015, the American Geophysical Union's Bert Bolin Global Environmental Change Award in 2017 and the American Meteorological Society's Charney Medal in 2019. He is a Distinguished Professor of Atmospheric and Oceanic Sciences at UCLA, where he leads the Climate Systems Interactions group.
Years link to their sources.
Timeline
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1981–1988
Physics degrees and a Princeton doctorate
A bachelor's degree in physics from the University of Toronto in 1981 and a master's degree in 1983 lead to a doctorate in Princeton's Geophysical Fluid Dynamics Program in 1987. From 1987 to 1988, he is a postdoctoral associate in MIT's Department of Earth, Atmospheric and Planetary Sciences.
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1988–2013
UCLA faculty and department chair
He joins UCLA's Department of Atmospheric Sciences as an assistant professor in 1988, becomes an associate professor in 1992 and a professor in 1995. As a Guggenheim Fellow in 2008, he is a scientific visitor at the National Center for Atmospheric Research, and from 2010 to 2013 he chairs the Department of Atmospheric and Oceanic Sciences.
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2011
A climate modeling textbook
Cambridge University Press publishes his 282-page textbook Climate Change and Climate Modeling in 2011. The book wins a Choice Outstanding Academic Title award.
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2015–2017
Royal Society fellowship and Bolin Award
The Royal Society of Canada elects him a Fellow in 2015 for his work on atmosphere-ocean interaction and the mechanisms behind the El Niño/Southern Oscillation. In 2016, he becomes a Distinguished Professor in UCLA's Department of Atmospheric and Oceanic Sciences, and in 2017 he receives the American Geophysical Union's Bert Bolin Global Environmental Change Award.
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2018
NOAA Model Diagnostics Task Force
In 2018, he begins chairing the NOAA Model Diagnostics Task Force. He leads a multi-institutional project, funded by a $1.63 million grant from NOAA Research's MAPP Program, to build a one-stop set of diagnostic tools that streamline how scientists improve their weather and climate models.
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2019
The Charney Medal
In 2019, the American Meteorological Society awards him the Jule G. Charney Medal for fundamental contributions to understanding tropical climate dynamics and the impact of anthropogenic forcing on precipitation, drying, circulation, and extremes.
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2023
ClimSim wins at NeurIPS
ClimSim, a dataset for hybrid physics and machine-learning climate emulation, receives an Outstanding Paper award at NeurIPS in 2023, and he is one of its authors. It holds 5.7 billion pairs of multivariate input and output vectors from multi-scale climate simulations, and the data and code are released openly.
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As of October 2026
Leading the Climate Systems Interactions group
He is a Distinguished Professor of Atmospheric and Oceanic Sciences at UCLA and leads the Climate Systems Interactions group, which builds a hierarchy of climate models of successively less complexity. His research starts from ocean-atmosphere interaction and includes the interaction between the large-scale tropical atmosphere and moist convection. Since 2022, he is also a Deputy Editor of Science Advances.
Career
- Since 1988University of California, Los AngelesAssistant Professor, Associate Professor
- From 2018United States Department of CommerceChair
- 2008National Center for Atmospheric ResearchScientific Visitor
- 1987–1988Massachusetts Institute of TechnologyPostdoctoral Associate
Education
- 1987Princeton UniversityDoctorate
- 1983University of TorontoMaster's degree
- 1981University of TorontoBachelor's degree in physics
Sources and credits
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- Professor J. David Neelin – Neelin Group
- Climate Change and Climate Modeling
- Professor David Neelin Elected Fellow of the Royal Society of Canada
- David Neelin Awarded with the Bert Bolin Global Environmental Change Award
- David Neelin- UCLA Newsroom
- Jule G. Charney Award - Wikipedia
- ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation
- NeurIPS 2023 Awards
- Neelin Group – Climate Systems Interactions




