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We're excited to share how AlphaFold2, developed by Demis Hassabis and John Jumper, is transforming structural biology. Honored with the Nobel Prize in Chemistry in 2024, this AI model has accurately predicted the structures of nearly all 200 million proteins identified by researchers.
1. Data Entry and Database Searches: The model analyzes amino acid sequences to predict unknown protein structures.
2. Sequence Analysis: It identifies evolutionary patterns and potential interactions within chains.
3. AI-Driven Refinement: Through deep learning, AlphaFold2 iteratively refines its predictions to enhance accuracy.
4. Hypothesis Testing: The AI predicts and verifies complex protein structures.
Since its launch, AlphaFold2 has been utilized by over 2 million scientists from 190 countries, aiding in breakthroughs from combating antibiotic resistance to engineering enzymes that decompose plastic.
AlphaFold2 exemplifies how AI can be a powerful tool in solving critical scientific challenges, paving the way for future innovations.
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