Happy to share a new ML framework to forecast air quality impacts from prescribed fires led by the very impressive Kyleen Liao! She is also giving a spotlight talk at #NeurIPS2023 in the Tackling Climate Change w/ Machine Learning workshop next week. arxiv.org/abs/2312.04291

Our work led by Kyleen Liao and with Jatan Buch Pierre Gentine to be presented as spotlight talk at #NeurIPS2023 Tackling Climate Change w/ AI Workshop. How can we use AI to determine the best time for prescribed fires to reduce air quality impacts?

On Thursday morning, I’ll present a few results from work in progress with Kara Lamb and Pierre Gentine on building a new interpretable fire index with machine learning

Tomorrow morning I'll be presenting at 8:30 am at #AGU2023 on some new work with Pierre Gentine using parameterized neural ODE's to understand transitions to periods of extreme precipitation in the tropics agu.confex.com/agu/fm23/meeti… LEAP-STC

I'll also be presenting on Wed. at 9:49 am on using reduced order modeling to develop microphysics schemes for climate models from our recent preprint with Marcus vL-W LEAP-STC agu.confex.com/agu/fm23/meeti…

Finally, come see my poster on Wednesday on how we can use Bayesian inference and neural ODE's to reduce parametric and structural uncertainty in ice microphysical processes. LEAP-STC agu.confex.com/agu/fm23/meeti…

Hump Day with LEAP @ #AGU23 means starting your AM with Kara Lamb + Pierre Gentine talking about #ML #physics #convection! TODAY at 8:30a (PDT) bit.ly/3Tl0Tpi Columbia University Columbia Climate School Columbia Engineering

Don't walk thru the Poster Hall without checking out Kara Lamb's "Cloud chamber constraints on depositional ice growth models" poster! On display today from 8:30a-12:50p (PDT) bit.ly/3Nnpaas Marcus vL-W Columbia University Columbia Climate School Columbia Engineering #AGU23

📢 APPLY BY SUNDAY 3/10/24 to LEAP's Summer'24 Programs! 📢 🌞 REU - Details, Info Session link + Apply: bit.ly/3SPg1cs 🌞 Momentum Fellowship - Details, Info Session link + Apply: bit.ly/3UObHNb #LEAPEducation #NYC Columbia Engineering U.S. National Science Foundation Columbia Climate School NSF National Center for Atmospheric Research

Chat about “Climate Data Science: Multidisciplinary Perspectives on Research Convergence” w/LEAP panelists Kara Lamb Savannah Thais 👩🏼‍💻 + Juan Nathaniel! 📅 Thurs., 3/28/24 🕛 12p (EDT), in-person + via Zoom 💻 RSVP: bit.ly/3vrRwdG #community Columbia Engineering Columbia Climate School U.S. National Science Foundation

.NOAA's #GOESWest 🛰️ spied some beautiful spiraling clouds west of the Hawaiian islands in this visible imagery from March 26, 2024. Aren't they mesmerizing?

🌎🚀We are excited to announce the first Machine Learning for Earth System Modeling (#ML4ESM) workshop at #ICML this July! This workshop aims to facilitate the cross-fertilization of ideas between the pioneering ML experts and earth system modeling domain scientists!

Our speakers and panelists come from diverse backgrounds, each bringing deep insights and cutting-edge discoveries that integrating #AI and #EarthSystemModeling / #Climate Research. Kara Lamb Julia Kaltenborn Stephan Mandt Aditi Krishnapriyan David Rolnick Thuerey Group at TUM

Tomorrow morning I'll be speaking at the ml4esmworkshop at #icml24 on using machine learning to improve climate model parameterizations for cloud processes.

#ICML2024 ML4ESM workshop invited speaker Kara Lamb on Towards Improved Cloud Parameterizations in Climate Models using Machine Learning LEAP-STC

This was a great workshop and an interesting discussion. Thanks to the organizers for their great work on this! ml4esmworkshop

An excellent write up by James Dinneen on how we are learning more about the role that clouds play in climate. It was awesome to do some cloud watching in Central Park and talk with him about these important questions! LEAP-STC Columbia Engineering Columbia Climate School

📣 Check out Kara Lamb presenting Columbia Climate School's 1st Climate School Faculty Seminar! "Learning #Cloud Processes Across Scales Using Scientific #ML" 📅 TOMORROW 9/11/24 🕑 2p EDT 📍 Columbia University Forum, Rm 301 💻 RSVP: bit.ly/4ef2V1m #climate #data #projections U.S. National Science Foundation