Computers Don't Byte - S03 / E19

Arno Knobbe: Engineering Gold, the science behind Dutch speed skating

Winter Olympics special

How can data help speed skaters push past their limits? Associate Professor Arno Knobbe specializes in sports data science. His research dives deep into the tiny details that can decide the outcome of a race. How and where do speed skaters find tenths of seconds to beat their rivals?

Arno's research helps olympic athletes study the 'corners' of the ice rink, where, as it turns out, every athlete needs a slightly different approach to glide through at top speed. And this isn’t just theory; his insights play a role at the 2026 Winter Olympics. 

By collecting specific training data for each individual skater, Knobbe and his team can build the ultimate training schedule — one that ensures an athlete peaks at exactly the right moment: race day. And the impact goes far beyond elite sports. Even older adults wearing a smartwatch can benefit from the same principles, using data to better understand their health and daily activity.

About Computers Don't Byte

Computer scientists who are at the forefront of their respected fields attempt to explain what on earth they're doing.

Computers don't byte is a series by the Leiden Institute of Advanced Computer Science (LIACS). Leading computer scientists from a variety of fields share their expertise and insights. Dive into the minds of these researchers and learn about real-world applications, the future of AI and related technologies and cutting-edge research. From chatbots to cybersecurity, from quantum to children's stories, each episode offers its own perspective on the changing landscape of computer science. Whether you're a seasoned professional or an aspiring enthusiast, this podcast offers knowledge and inspiration.

Content: LIACS

Host: Michiel van Poelgeest

Produced by: Studio Onzichtbaar

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