Protein Folding & Discovery

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Proteins are made up of hundreds or thousands of amino acids, and these amino acid sequences specify the protein's structure and function. But understanding just how to build these sequences to create novel proteins has been challenging. Past work has resulted in methods that can specify structure, but function has been more elusive. Machine learning reveals recipe for building artificial proteins | Emily Ayshford - University of Chicago - PhysOrg

Google DeepMind AlphaFold

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• AlphaFold: Using AI for scientific discovery | A. Senior, J. Jumper, D. Hassabis, and P. Kohli
• Google DeepMind AlphaGo Zero
• Google DeepMind AlphaStar
• 13th Community Wide Experiment on the Critical Assessment of Techniques for Protein Structure Prediction
• Protein Data Bank | Wikipedia
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DeepMind has brought together experts from the fields of structural biology, physics, and machine learning to apply cutting-edge techniques to predict the 3D structure of a protein based solely on its genetic sequence. AlphaFold: Using AI for scientific discovery | DeepMind