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Machines and Molecules
Machines and Molecules
18 episodes
1 day ago
Machines and Molecules hosts guests on topics from machine learning as well as bio-chemistry/biotech, and therefore bridges the gap between those worlds. The podcast covers three different categories - Knowledge, Solution and Network. Knowledge offers tutorials regarding fundamental concepts within the ML and biochem realm, Solution spotlights companies and startups implementing AI in life sciences or building AI infrastructure, and Network deep dives into investment, politics, and industry networks within this sector. The podcast is hosted by Exazyme, the AI powered protein design platform.
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Natural Sciences
Science
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All content for Machines and Molecules is the property of Machines and Molecules and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Machines and Molecules hosts guests on topics from machine learning as well as bio-chemistry/biotech, and therefore bridges the gap between those worlds. The podcast covers three different categories - Knowledge, Solution and Network. Knowledge offers tutorials regarding fundamental concepts within the ML and biochem realm, Solution spotlights companies and startups implementing AI in life sciences or building AI infrastructure, and Network deep dives into investment, politics, and industry networks within this sector. The podcast is hosted by Exazyme, the AI powered protein design platform.
Show more...
Natural Sciences
Science
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AI Meets Protein Science: Dr. Stanislav Mazurenko on the Impact of Machine Learning in Protein Engineering
Machines and Molecules
36 minutes 14 seconds
1 year ago
AI Meets Protein Science: Dr. Stanislav Mazurenko on the Impact of Machine Learning in Protein Engineering

In this episode, we are excited to host Dr. Stanislav Mazurenko, a leading expert in protein engineering and artificial intelligence. With a Ph.D. in applied mathematics and cybernetics from Lomonosov Moscow State University and extensive postdoctoral research at Loschmidt Laboratories, Stanislav now leads research at RECETOX. We delve into molecular dynamics simulations, statistical models, and the application of machine learning to protein design. Key takeaways include the essential role of proteins, the complexities of simulating their dynamics, and the optimization benefits provided by machine learning. Stanislav highlights the synergy between automation and machine learning, and underscores the importance of learning from mistakes in scientific research.

Machines and Molecules
Machines and Molecules hosts guests on topics from machine learning as well as bio-chemistry/biotech, and therefore bridges the gap between those worlds. The podcast covers three different categories - Knowledge, Solution and Network. Knowledge offers tutorials regarding fundamental concepts within the ML and biochem realm, Solution spotlights companies and startups implementing AI in life sciences or building AI infrastructure, and Network deep dives into investment, politics, and industry networks within this sector. The podcast is hosted by Exazyme, the AI powered protein design platform.