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Numerical Machine Learning: Where Physics Meets AI

Numerical Machine Learning: Where Physics Meets AI

Industrial AI Podcast vor 10 Monaten

Discover how engineering, simulation, and AI converge to shape tomorrow’s breakthroughs. Why combining math and machine learning changes everything.

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40:35

Podcast

Industrial AI Podcast

358 Episoden

How the industry can benefit from AI technologies and what it takes to do so.

Wissenschaft Künstliche Intelligenz Technologie Wirtschaft

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In this episode, I sit down once again with Professor Oliver
Niggemann to unravel the world of numerical machine learning—where
traditional engineering meets cutting-edge AI. We explore
real-world projects from diagnosing the International Space Station
to designing safer bridges, smarter batteries, and even optimizing
biodiversity. Oliver breaks down how fusing symbolic knowledge and
neural networks is revolutionizing simulation, design, and
problem-solving across industries. If you’ve ever wondered how AI
can speed up material discovery or what the future holds for
interdisciplinary engineers, this conversation is for you. We dive
into the power of surrogate models, the evolution of engineering
education, and why tomorrow’s innovations demand both deep
technical expertise and creative collaboration. Join us for a look
at the next frontier in industrial AI.