AI Meets Protein Science: Dr. Stanislav Mazurenko on the Impact of Machine Learning in Protein Engineering

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.

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Jaksot(20)

Automating Scientific Discovery with MIT Professor Markus J. Buehler

Automating Scientific Discovery with MIT Professor Markus J. Buehler

In this episode of the Machines and Molecules podcast, host Marcus Bühler, the McAfee Professor of Engineering at MIT, discusses the principle of "adaptability" as the most important universal princip...

26 Helmi 43min

Chris Bahl on the Conundrum of Biotech Platforms

Chris Bahl on the Conundrum of Biotech Platforms

Chris Bahl is founder and CEO of AI Proteins. The conversation delves into the challenges faced by platform companies in the biotech sector, highlighting the financial pressures that lead to the cutti...

21 Marras 202533min

Pioneering Molecular Modeling: Victor Guallar’s Insights on Monte Carlo, AI, and Biophysics

Pioneering Molecular Modeling: Victor Guallar’s Insights on Monte Carlo, AI, and Biophysics

Victor Guallar is an ICREA Professor and group leader of the EAPM at the Barcelona Supercomputing Center and Co-Founder of Nostrum Biodiscovery. With a joint PhD from the Autonomous University of Barc...

11 Joulu 202432min

Building Bridges in Biotech: Markus Müller on CLIB’s Role in Creating a Collaborative and Connected Bioeconomy

Building Bridges in Biotech: Markus Müller on CLIB’s Role in Creating a Collaborative and Connected Bioeconomy

Markus Müller is an experienced project manager with expertise in biotechnology and bioeconomy, focused on bridging research and industry to advance sustainable bioprocesses. As Project Manager at CLI...

5 Marras 202435min

Accelerating AI Innovation: Laura Möller’s Mission to Shape the Startup Ecosystem and Foster Entrepreneurship in Academia.

Accelerating AI Innovation: Laura Möller’s Mission to Shape the Startup Ecosystem and Foster Entrepreneurship in Academia.

Laura Möller is a seasoned expert in venture capital and entrepreneurship, with a focus on artificial intelligence and technology transfer. She holds leadership roles as Director of the Künstliche Int...

10 Loka 202433min

Productizing Research Code: Martin Steinegger on how to create useful and reusable Software

Productizing Research Code: Martin Steinegger on how to create useful and reusable Software

Dr. Martin Steinegger is an expert in computational biology and bioinformatics, specializing in large-scale sequence data analysis. He earned his Ph.D. from the Technical University of Munich in colla...

6 Syys 202433min

Driving Innovation Forward: Carlos Härtel on Deep Tech Solutions and Market Adoption

Driving Innovation Forward: Carlos Härtel on Deep Tech Solutions and Market Adoption

In this episode we host Carlos Härtel, an expert in innovation and strategy within the applied sciences. Carlos holds a Habilitation in Mechanical Engineering from ETH Zürich and a PhD in Chemical Eng...

29 Heinä 202434min

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