

AI2’s Christopher Bretherton Discusses Using Machine Learning for Climate Modeling - Ep. 220
Apr 24, 2024
Christopher Bretherton, senior director of climate modeling at AI2, discusses using machine learning to enhance climate modeling. He explores AI's potential to predict extreme weather events, improve climate models, and empower communities to prepare for climate-related risks. The podcast touches on the evolution of climate models, the integration of machine learning, and the challenges in forecasting climate changes in vulnerable regions.
Chapters
Transcript
Episode notes
1 2 3 4 5 6
Introduction
00:00 • 2min
Embracing Machine Learning in Climate Modeling
01:44 • 7min
Comparison of Complexity: Climate Models vs. Large Language Models
08:54 • 2min
Overview of Climate Model Components and Interactions
10:25 • 2min
Enhancing Climate Modeling with Machine Learning
12:12 • 17min
Challenges in Forecasting Climate Changes in Vulnerable Regions
28:50 • 3min