AI's Role In Physics, Chemistry, and Beyond

Infinite Curiosity Pod with Prateek Joshi

Prateek Joshi에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Prateek Joshi 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

1+ y ago 39:27

MP3•에피소드 홈

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