Search a title or topic

Over 20 million podcasts, powered by 

Player FM logo
Artwork

Content provided by Andre Paquette. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Andre Paquette or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
Player FM - Podcast App
Go offline with the Player FM app!

AI in Climate Modeling

1:56:47
 
Share
 

Manage episode 499176493 series 3673715
Content provided by Andre Paquette. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Andre Paquette or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

The provided sources discuss the revolutionary impact of Artificial Intelligence (AI) on climate modeling as of August 2025, highlighting a shift towards hybrid models that integrate physics-based simulations with data-driven AI. They explain how AI, particularly machine learning and deep learning, enhances computational speed, spatial resolution, and predictive accuracy across various Earth systems, including the atmosphere, oceans, cryosphere, and global carbon cycle. The sources also identify key players in this innovation, such as academic institutions, government agencies (NOAA, NASA), and major technology companies (NVIDIA, Google, IBM), emphasizing the rise of large "foundation models" and generative AI. Finally, the text addresses significant challenges like the "black box" nature of AI, ensuring physical consistency, mitigating data biases, and managing the environmental footprint of AI itself, underscoring the need for responsible and ethical AI development in climate science.

Research done with the help of artificial intelligence, and presented by two AI-generated hosts.

  continue reading

279 episodes

Artwork
iconShare
 
Manage episode 499176493 series 3673715
Content provided by Andre Paquette. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Andre Paquette or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

The provided sources discuss the revolutionary impact of Artificial Intelligence (AI) on climate modeling as of August 2025, highlighting a shift towards hybrid models that integrate physics-based simulations with data-driven AI. They explain how AI, particularly machine learning and deep learning, enhances computational speed, spatial resolution, and predictive accuracy across various Earth systems, including the atmosphere, oceans, cryosphere, and global carbon cycle. The sources also identify key players in this innovation, such as academic institutions, government agencies (NOAA, NASA), and major technology companies (NVIDIA, Google, IBM), emphasizing the rise of large "foundation models" and generative AI. Finally, the text addresses significant challenges like the "black box" nature of AI, ensuring physical consistency, mitigating data biases, and managing the environmental footprint of AI itself, underscoring the need for responsible and ethical AI development in climate science.

Research done with the help of artificial intelligence, and presented by two AI-generated hosts.

  continue reading

279 episodes

All episodes

×
 
Loading …

Welcome to Player FM!

Player FM is scanning the web for high-quality podcasts for you to enjoy right now. It's the best podcast app and works on Android, iPhone, and the web. Signup to sync subscriptions across devices.

 

Copyright 2025 | Privacy Policy | Terms of Service | | Copyright
Listen to this show while you explore
Play