Talks

Your can find most of our past talks, and much more, on our Youtube Channel

Themes of the talks:

  • 📊 Big data
  • 💻 Machine Learning
  • 🎆 Physics discovery
  • 🌎 Modeling

Recent talks


2022

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Lorenzo Zampieri
On the design strategy of subgrid parameterizations in modern sea ice models
Arctic Model Parameterization Development - December 22nd 💻 🎆

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Ryan Abernathey
Climate Science and AI in Big Tech
Climate Change AI Webinar Series - December 15th 📊 💻
NOTE: You can find all the talks and posters our members gave at the AGU Fall meeting in our December 2022 newsletter.

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Pierre Gentine
Physics to Machine Learning and Machine Learning Back to Physics
Columbia Center of AI Technology - December 7th 💻 🎆

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Laure Zanna and Steven Brunton
Machine learning in fluid dynamics and climate physics
Nature Reviews Physics + Alan Turing Institute - October 5th 💻 🎆

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Laure Zanna
Machine Learning for Ocean and Climate Modeling: advances, challenges and outlook
LEAP Seminar - September 22nd 💻 🎆

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Laure Zanna
AI for Climate Physics
Hammers and Nails - August 4th 💻 🎆 🌎

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Laure Zanna
Plenary talk
SIAM conference on Mathematics for Planet Earth - July 13th 💻 🎆 🌎
NOTE: More info at this website.

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Laure Zanna
Joint plenary talk with Galen McKinley on M²LInES and LEAP
2022 CESM Workshop - June 13th 💻 🎆 🌎

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Laure Zanna
Machine Learning for Mesoscale Closures in Ocean Models
NCAR Mesoscale & Microscale Meteorology Laboratory - June 2nd 💻 🎆 🌎

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Pierre Gentine
Can Artificial Intelligence Help Us Better Project Climate Change?
The Artificial Intelligence for Good Group - May 4th 💻 🎆 🌎

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Andrew Ross
Panel discussion on the future of model interpretability at the ICLR workshop on AI for Earth and Space Science - April 29th
NOTE: You can find the panel on the top main video at 7:49:25 here .

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Laure Zanna
Online implementation of Machine Learning Eddy Parameterizations in a Hierarchy of Ocean Models
Ocean Sciences Meeting - March 4th 💻 🎆 🌎

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Mitch Bushuk
Mechanisms of Regional Arctic Sea Ice Predictability in Dynamical Seasonal Forecast Systems
Ocean Sciences Meeting - March 3rd 🎆

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Ryan Abernathey
OpenOceanCloud: A New Approach to Ocean Data and Computing
Ocean Sciences Meeting - March 3rd 📊

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Lorenzo Zampieri
A machine learning correction model for the warm bias over Arctic sea ice in atmospheric reanalyses
Ocean Sciences Meeting - March 1st 💻 🎆

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Dhruv Balwada
Tracer Ventilation, Stirring, and Variability in the Antarctic Circumpolar Current
Ocean Sciences Meeting - March 1st 🎆

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Brandon Reichl
A potential energy analysis of ocean surface mixed layers
Ocean Sciences Meeting - February 28th

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Andrew Ross
Evaluating machine learning parameterizations of ocean subgrid forcing
Ocean Sciences Meeting - February 28th 💻 🎆

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Dhruv Balwada
Direct observational estimate of the dual kinetic energy cascade and its seasonality at the surface ocean from surface drifters
Ocean Sciences Meeting - February 28th 🎆

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Ryan Abernathey
OpenOceanCloud - Transforming oceanography with a new approach to data and computing
Ocean Data Conference - February 15th 📊

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Ryan Abernathey
Workshop AI for Earth Sciences
The National Academies Board on Atmospheric Sciences and Climate - February 10th 📊 💻 🎆

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Pierre Gentine
Workshop AI for Earth Sciences
The National Academies Board on Atmospheric Sciences and Climate - February 7th 💻 🎆

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Laure Zanna
Data-driven turbulence closures for ocean and climate models: advances and challenges
UW Data-driven methods in science and engineering seminar - February 4th 💻 🎆

Archive Talks

A list of talks from previous years.

2021

  • Joan Bruna - Deep Learning Barcelona: Geometric Deep Learning: Prospects and...

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