M²LInES
@M2LInES
M²LInES is a large international collaborative project with the goal of improving climate projections using scientific & interpretable Machine Learning.
🚀 Want to learn about the first AI Global Ocean Emulator for Climate that is 150x faster than a numerical model? Check out our blog post on Samudra! tinyurl.com/Samudra-AI
🌊 New in our June newsletter: 🧠 Verma et al. use deep learning to reduce surface ocean biases 🌐 Darman et al. boost ocean model generalization with transfer learning ➕ More updates & news! Read: mailchi.mp/105744018d4b/m… #OceanScience #ML #ClimateModeling
🚨 We’re hiring a postdoc @NYU_Courant & @NYUDataScience to build #AI foundation model for ocean & atmosphere 🌊☁️ as part of #M2LInES! Work with Profs. @ZannaLaure,Joan Bruna & Carlos Fernandez-Granda. Apply: apply.interfolio.com/167915 #MLforScience #ClimateAI #PostdocJobs
Novel technique to stabilize emulators, Sea-ice predictions, and the best future path for climate modeling by @ZannaLaure: those are all in our M²LInES April newsletter and much more! ➡️ mailchi.mp/efd79c6eae08/m…

CDS researchers built Samudra, an AI ocean emulator that runs 150x faster than traditional models. Unlike past AI attempts, it stays stable for centuries. Developed at @M2LInES by Laure Zanna, Carlos Fernandez-Granda, & others. nyudatascience.medium.com/samudra-the-ai…
🚨 March Newsletter is out now! 🚨 mailchi.mp/14656511dff3/m… Check out our latest updates: 🔬 A new study by postdoc Alex Connolly on the power of Physics-Informed Machine Learning 🌊 How Machine Learning is used to improve sea surface height prediction and more!
Congratulations to Laure Zanna (@laurezanna), who has been appointed as the inaugural recipient of the Joseph B. Keller and Herbert B. Keller Professorship in Applied Mathematics by the University Provost and the Board of Trustees. Read more here: cims.nyu.edu/dynamic/news/1…
Samudra - our AI Global Ocean Emulator - can run for multiple centuries in a realistic configuration with time-dependent forcing maintaining stability and accuracy. Read about in our blog post: tinyurl.com/samudra-ai and full paper: doi.org/10.48550/arXiv…
Happy new year from M²LInES ! Our January newsletter is out ➡️ mailchi.mp/9d6e3eddad27/m… Featuring our recent blogpost about our AI Global Ocean Emulator for Climate @laurezanna , article by @WillEricChapman, and more news!
Check out this M²LInES-led AI Global Ocean Emulator - the first of its kind! ✅ Reliable, ✅ stable, ✅fast, and ✅ open! tinyurl.com/samudra-ai
This month's M²LInES newsletter showcases all our talks and posters @theAGU conference next week! If you are going, make sure to add them to your schedule. ➡️mailchi.mp/235bd85ebd4d/m… @laurezanna @_the_iceman @PierreGentine

Happy Friday! Take a coffee break ☕️ and peruse our November newsletter ➡️ mailchi.mp/a09da1ac61a1/m… featuring Lorenzo Zampieri, Jia-Rui Shi, @laurezanna and more!

📢Check out this POSTDOC OPPORTUNITY @ LEAP + @LamontEarth! 🌊Work w/@BalwadaDhruv on ?s re: #ocean macroturbulence-flow @ scales of 1-100km, which play an important role in lateral + vertical transport of ocean tracers. (Tent. start: 1/1/2025) Apply: academic.careers.columbia.edu/#!/149390
M²LInES has a LinkedIn page! Please follow us on there ➡️ linkedin.com/company/m2line…

In honor of @ClimateWeekNYC 2024, we're highlighting a few Courant faculty members who are using to power of mathematics and computer science to combat the climate crisis. Today's feature is Laure Zanna (@laurezanna)!
The latest @M2LInES newsletter covers a recent publication from Sara Shamekh, Assistant Professor of Mathematics and Atmosphere/Ocean Science. Check it out here:
In this month's newsletter we're highlighting papers by Sara Shamekh and @janniyuval and celebrating Sara and Julia Simpson as awardees 🎉 mailchi.mp/d53f7fd6537d/m…