AI's Role In Physics, Chemistry, and Beyond

Infinite Machine Learning: Artificial Intelligence | Startups | Technology

Contenu fourni par Prateek Joshi. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par Prateek Joshi ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.

29d ago 39:27

MP3•Maison d'episode

Anima Anandkumar is a Bren Professor at Caltech. Her work developing novel AI algorithms enables and accelerates scientific applications of AI, including scientific simulations, weather forecasting, autonomous drone flights, and drug design. She has received best paper awards at venues such as NeurIPS and the ACM Gordon Bell Special Prize for HPC-Based COVID-19 Research. She holds degrees from the IIT Madras and Cornell University. She has conducted postdoctoral research at MIT. She was previously principal scientist at Amazon Web Services and senior director at Nvidia.
Anima's favorite book: Hyperspace (Author: Michio Kaku)
(00:00) Introduction
(00:10) The Impact of AI on Science
(02:25) AI Disrupting Physics
(03:02) Challenges in Fluid Dynamics
(06:21) Achieving Orders of Magnitude Speedup
(10:43) AI Discovering New Laws of Physics
(11:45) Complexity of Fluid Dynamics
(15:54) Simulating Physical Phenomena with AI
(22:23) AI for Drones in Strong Winds
(25:16) Optimizing Experiments with AI
(28:19) AI in Quantum Chemistry
(32:38) Technological Breakthroughs in AI
(33:23) Rapid Fire Round
--------
Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi

141 episodes

#Tech #Prateek Joshi