An Overview of Alphafold's Breakthrough

This paper presents a short summary of the protein folding problem, what it is and why it is significant. Introduces the CASP competition and how accuracy is measured. Looks at different approaches for solving the problem followed by a review of the current breakthroughs in the field introduced by A...

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Bibliographic Details
Published in:Frontiers in artificial intelligence 2022-06, Vol.5, p.875587-875587
Main Authors: Marcu, Ştefan-Bogdan, Tăbîrcă, Sabin, Tangney, Mark
Format: Article
Language:English
Subjects:
AlphaFold
AlphaFold2
Artificial Intelligence
CASP
protein folding
transformers
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Summary:This paper presents a short summary of the protein folding problem, what it is and why it is significant. Introduces the CASP competition and how accuracy is measured. Looks at different approaches for solving the problem followed by a review of the current breakthroughs in the field introduced by AlphaFold 1 and AlphaFold 2.
ISSN:2624-8212
2624-8212
DOI:10.3389/frai.2022.875587