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Can artificial intelligence predict protein structure?

Protein science’s artificial intelligence giants, Google DeepMind and David Baker’s Institute for Protein Design, are now evolving their deep learning algorithms to predict the structures that proteins assume while interacting with other molecules. In spring 2024, they both published papers describing similar developments in this area. ...

How much does an artificial intelligence engineer make?

Enthusiasm for teaching AI models and experience with technical writing! Job Type: Contract Pay: $756.00-$1,261.00 per hour Expected hours: No less than 15 per week Search 650 Artificial Intelligence Engineer jobs now available on Indeed.com, the world's largest job site. ...

Which AlphaFold competitors use AI to predict protein structure?

Other AlphaFold competitors, including Meta, crafted their own algorithms to address protein structure prediction or related problems. Some, including Townshend’s biotech startup Atomic AI, have expanded beyond proteins to use deep learning to understand RNA structures. ...

Can AI solve protein folding problems?

That’s in part because there is significantly less training data available. The protein folding problem was “almost a perfect example for an AI solution,” Thornton said, because the algorithm could train on hundreds of thousands of protein structures collected in a uniform way. ...

How does a protein designer work?

Rather than feed an amino acid sequence to a deep learning algorithm and ask it to spit out a protein structure, a protein designer feeds a structure into an algorithm and asks it to spit out a sequence. Then, using that amino acid sequence, the designer builds the protein in the lab. ...

Can AI predict RNA structures?

Some, including Townshend’s biotech startup Atomic AI, have expanded beyond proteins to use deep learning to understand RNA structures. However, in the realm of single-structure predictions, no one has been able to match AlphaFold’s accuracy so far, Thornton said. “I’m sure they will, but I think getting another … ...

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