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Show Notes
AlphaFold is an AI system developed by DeepMind that predicts a protein’s 3D structure from its amino acid sequence. It regularly achieves accuracy competitive with experiment, and is accelerating research in nearly every field of biology. Daniel and Chris delve into protein folding, and explore the implications of this revolutionary and hugely impactful application of AI.
Featuring:
Show Notes:
- AlphaFold
- AlphaFold reveals the structure of the protein universe
- AlphaFold: Timeline of a breakthrough
- AlphaFold Protein Structure Database
- GitHub: deepmind / alphafold
- Oxford Protein Informatics Group: AlphaFold 2 is here: what’s behind the structure prediction miracle
- Nature: How AlphaFold can realize AI’s full potential in structural biology
- Nature: ‘The entire protein universe’: AI predicts shape of nearly every known protein
- Nature: Highly accurate protein structure prediction with AlphaFold
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Topics
changelogaimachine learningdeep learningartificial intelligenceneural networkscomputer vision