DeepMind AlphaFold: A Gift To Humanity! 🧬

❤️ Train a neural network and track your experiments with Weights & Biases here: http://wandb.me/paperintro

📝 The paper "Highly accurate protein structure prediction with #AlphaFold" is available here:
https://www.nature.com/articles/s41586-021-03819-2
https://deepmind.com/blog/article/alphafold-a-solution-to-a-50-year-old-grand-challenge-in-biology

Protein database:
https://alphafold.ebi.ac.uk/

More on this:
https://deepmind.com/blog/article/alphafold-a-solution-to-a-50-year-old-grand-challenge-in-biology
https://deepmind.com/research/case-studies/alphafold
https://deepmind.com/blog/article/putting-the-power-of-alphafold-into-the-worlds-hands

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Thumbnail background design: Felícia Zsolnai-Fehér - http://felicia.hu

Chapters:
00:00 What is protein folding?
01:00 Is it so hard!
04:08 CASP
05:15 AlphaFold's results
06:41 Let's look inside!
07:41 Iterative refinement
08:41 Convolutional neural networks
08:51 Transformers
09:55 Everything matters!
10:58 Adding physics knowledge
13:00 What is this good for?
13:33 A gift to humanity!
14:05 Future works
14:56 AlphaFold's weaknesses
15:16 An important message

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Видео DeepMind AlphaFold: A Gift To Humanity! 🧬 канала Two Minute Papers