This week, LEAP REU students Troy Stephens + Katherine Frields and LEAP Momentum Fellow Giorgia Nicolaou presented "AI Generation of Thermodynamic Histories From Ice Crystal Images" at the 2025 @columbiauniversity.bsky.social Pathways Program (CUPP) Research Symposium!
24.07.2025 14:15 β
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Various methods of Solar Radiation Management (SRM), a type of climate geoengineering that aims to increase the reflection of sunlight from the Earth's atmosphere in order to cool the Earth's climate. Credit: NOAA
What are geoengineering and cloud seeding, and what are their implications for future climate mitigation strategies? @karadlamb.bsky.socialβresearch scientist at @columbiauniversity.bsky.social studying aerosols, cloud physics, machine learningβexplains: news.climate.columbia.edu/2025/07/17/g...
21.07.2025 15:52 β
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Simulating the air quality impact of prescribed fires using graph neural network-based PM2.5 forecasts | Environmental Data Science | Cambridge Core
Simulating the air quality impact of prescribed fires using graph neural network-based PM2.5 forecasts - Volume 4
Kyleen Liao did stellar work with @karadlamb.bsky.social, Pierre Gentine, and me a while ago on simulating PM2.5 emissions from California wildfires using graph neural networks (GNNs). Her paper with cool new model validation results is out now: www.cambridge.org/core/journal...
18.02.2025 13:00 β
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βοΈ APPLICATIONS ARE OPEN for our Summer'25 RESEARCH EXPERIENCE FOR UNDERGRADUATES (REU) PROGRAM βοΈ
- For undergrads (rising Soph/Jr/Sr @ a U.S. institution)
- May 26 - August 1
- 5 research projects based in NYC and/or Boulder, CO
π INFO + APPLY by 3/15/25: leap.columbia.edu/education-2/...
15.02.2025 01:55 β
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Thrilled to see Patrick Dicus (LEAP REU'24) present at #AMS2025 last week!
His poster is a result of his LEAP Summer 2024 Research Experience for Undergraduates work conducted with project mentors @karadlamb.bsky.social + Joseph Ko.
Way to go, Patrick - keep up the great work!
20.01.2025 22:43 β
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So proud of #REU24 alum Ashley Nguyen (Berkeley'27) + her LEAP research poster @ #AGU24! (Ice crystal mentors: Joseph Ko + @karadlamb.bsky.social )
And a #NOAA puppy, because why not? πΆ
#LEAPEducation #community #mentoring #NSF #CUSEAS
@columbiaclimate.bsky.social
@ucberkeleyofficial.bsky.social
13.12.2024 16:00 β
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Exploring Parametric and Structural Uncertainties of Bulk and Lagrangian Ice Microphysical Schemes in Large Eddy Simulations
Microphysical parameterizations contribute to large uncertainties in weather an...
Join Joseph Ko, @karadlamb.bsky.social + @mvanlierwalq.bsky.social to hear "A44A-09: Exploring Parametric and Structural Uncertainties of Bulk and Lagrangian Ice Microphysical Schemes in Large Eddy Simulations!"
TODAY @ #AGU24: 17:20p in 201 (Conv. Ctr)!
https://buff.ly/3VBFwQP
12.12.2024 21:15 β
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LEAP #MomentumFellow23 Mohammed Erfani presents "A33J-08: Spatiotemporal ML Models for Emulation of Atmospheric Composition" TODAY @ 15:30p, Salon H! https://buff.ly/4gtYhh1
@karadlamb.bsky.social + @mvanlierwalq.bsky.social
#LEAPEducation #AGU24 #NSF #CUSEAS
@agu.org
@columbiaclimate.bsky.social
11.12.2024 19:15 β
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Discovering a Model for Depositional Ice Growth from Observations Using Neural Ordinary Differential Equations and Symbolic Regression
Depositional ice growth is an important process for the growth and evolution of...
Take a stroll to see "A31G-1810: Discovering a Model for Depositional Ice Growth from Observations Using Neural Ordinary Differential Equations + Symbolic Regression" (by Kara Lamb), TODAY at #AGU24!
https://buff.ly/4ffc7CZ
#NSF #CUSEAS @agu.org @columbiaclimate.bsky.social
11.12.2024 13:25 β
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Check out an #AGU24 poster by LEAP #REU24 alum Ashley Nguyen (UCBerkeley)!
"A31B-1687: Emulating Lagrangian Ice Crystal Evolution in Cirrus Clouds Using Supervised ML" (w/Joseph Ko, @karadlamb.bsky.social) https://buff.ly/3D5KDlM
#LEAPEducation #NSF #CUSEAS @agu.org @columbiaclimate.bsky.social
11.12.2024 12:31 β
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I made a starter pack for those working in or adjacent to Machine Learning for Earth System Modeling! Apologies if I forgot anyone, and feel free to suggest people to add :)
go.bsky.app/C5DQNCe
16.11.2024 05:17 β
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