Using AI & Machine Learning to Accelerate Sustainable Innovation

Green Chem Essential

#Science #Green Chem Essential L3C

19:15

Can AI compress the years long research time of a PhD into seconds? Research scientist Max Jaderberg explores how “AI analogs” simulate real-world lab work with staggering speed and scale, unlocking new insights on protein folding and drug discovery. Drawing on his experience working on Isomorphic Labs' and Google DeepMind's AlphaFold 3 — an AI model for predicting the structure of molecules — Jaderberg explains how this new technology frees up researchers' time and resources to better understand the real, messy world and tackle the next frontiers of science, medicine and more. For a chance to give your own TED Talk, fill out the Idea Search Application: ted.com/ideasearch . Interested in learning more about upcoming TED events? Follow these links: TEDNext: ted.com/futureyou TEDAI Vienna: ted.com/ai-vienna Hosted on Acast. See acast.com/privacy for more information.…

about a year ago 36:47

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Hear how researchers are trying to use the combined powers of Artificial Intelligence (AI) and Machine learning to help accelerate those discoveries.

My guest is Dr. Alexei Lapkin, Professor of Sustainable Reaction Engineering at the University of Cambridge.

3 episodes

Using AI & Machine Learning to Accelerate Sustainable Innovation

Green Chem Essential

published about a year ago

MP3•Episode home

Hear how researchers are trying to use the combined powers of Artificial Intelligence (AI) and Machine learning to help accelerate those discoveries.

My guest is Dr. Alexei Lapkin, Professor of Sustainable Reaction Engineering at the University of Cambridge.

3 episodes

#Science #Green Chem Essential L3C

All episodes

Green Chem Essential

1
Mechanochemistry ~ Ancient Skills Give Rise to Cutting-Edge Sustainable Manufacturing Techniques 39:51

1 year ago39:51

39:51

Think about all the things you use in your daily life. Shampoo, clothes, furniture, phone, computer... All of these things have their beginnings in manufacturing facilities where various chemicals are mixed together, their molecules interacting in various ways to get to the next material along the manufacturing journey. The methods use to combine those chemicals have a tremendous amount to do with how sustainable any of our things can truly be. In this episode, we look at Mechanochemistry, an suite of chemical processing methods that have their roots in our ancient past, but which are being investigated anew for their potential to make those manufacturing systems cleaner, safer, and more efficient. My guests are Dr. Wilfried Braje, a research fellow with AbbVie, and Dr. Isaiah Speight, an assistant professor of chemistry at William & Mary. The Speight Research Group: https://www.sp8group.com/ Special thanks the ACS Campaign for a Sustainable Future for sponsoring this episode. https://www.acs.org/sustainability.html…

Green Chem Essential

1
Using AI & Machine Learning to Accelerate Sustainable Innovation 36:47

1 year ago36:47

36:47

If we're going to meet the demands of sustainability and climate change in the time needed, scientific advancements will have to happen faster than traditional methods of discovery can often make possible. Hear how researchers are trying to use the combined powers of Artificial Intelligence (AI) and Machine learning to help accelerate those discoveries. My guest is Dr. Alexei Lapkin, Professor of Sustainable Reaction Engineering at the University of Cambridge.…

Green Chem Essential

1
How Green Chemistry Can Help Advance Environmental Justice 45:54

1 year ago45:54