IEEE AI Coalition Podcast Series

IEEE AI Coalition: Episode 2 - A Conversation with Daswin De Silva and Nishan Mills

30 min · 23. juni 2025
episode IEEE AI Coalition: Episode 2 - A Conversation with Daswin De Silva and Nishan Mills cover

Description

In this episode of the IEEE AI Coalition Podcast Series, host Daswin De Silva of LaTrobe University and special guest Nishan Mills discuss the topic of evaluating AI. Evaluation isn't just an academic exercise for which models perform better. It's about ensuring real world reliability and safety.

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6 episodes

episode IEEE AI Coalition: Episode 6 - AI and the Evolution of Materials Science Discovery artwork

IEEE AI Coalition: Episode 6 - AI and the Evolution of Materials Science Discovery

In this episode of the IEEE AI Podcast, host Daswin De Silva explores the groundbreaking efforts at the University of Missouri to revolutionize materials science through artificial intelligence and machine learning. Guests Matthias Young, an expert in thin-film coatings and electrochemistry, and Jim Keller, a pioneer in computational intelligence, discuss an interdisciplinary project aimed at moving beyond traditional, serendipitous discovery methods. By leveraging Large Language Models (LLMs) and Bayesian optimization algorithms, the team can navigate vast parameter spaces to model and test material "recipes"—such as sustainable battery electrodes and advanced semiconductors—in a fraction of the time required by manual lab experiments. This conversation highlights the unique partnership between researchers from different fields and backgrounds, and explores how autonomous material discovery is poised to transform the manufacturing landscape, enhance energy efficiency, and address global resource scarcity.

13. jan. 202642 min