Go offline with the Player FM app!
Crawl, Walk, Run: AI Transforms Materials Discovery
Manage episode 512729908 series 3415024
This episode discusses how AI accelerates materials discovery in the chemical industry. While challenges exist—messy data, black box models, and skills gaps—AI enables simulations that once took days on supercomputers to run in seconds on laptops. Young advocates a "crawl, walk, run" approach for implementation, starting with low-stakes trials before full integration. He envisions an "in silico-first" future where materials are screened virtually before physical testing, dramatically reducing R&D timeframes from years to months.
133 episodes
Manage episode 512729908 series 3415024
This episode discusses how AI accelerates materials discovery in the chemical industry. While challenges exist—messy data, black box models, and skills gaps—AI enables simulations that once took days on supercomputers to run in seconds on laptops. Young advocates a "crawl, walk, run" approach for implementation, starting with low-stakes trials before full integration. He envisions an "in silico-first" future where materials are screened virtually before physical testing, dramatically reducing R&D timeframes from years to months.
133 episodes
All episodes
×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.