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David Baker | De Novo Protein Design

Foresight Institute Radio

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Deep Network Hallucinically

There's a really interesting opportunity to use ML. Structure prediction is a big industry in my group. We've been working for several years on methods for predicting protein structure from amino acid sequence. So start off with random sequences predict their structures. They don't look like proteins, but then we can optimize the sequence such that the network really thinks it's a protein. And if we do this optimizations process at the end of the day, we get these very featured contact maps. It's looking at that way you can use to flu state, brand new images of cats.

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