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AlphaFold

  • Openness:3 ★★★
  • Document quality:3 ★★★

An AI system for predicting protein conformation. It is possible to predict the three-dimensional structure (folding structure) of a protein from its primary sequence (amino acid sequence). It learns hundreds of thousands of protein structure databases and uses DeepMind-based deep learning techniques to predict the conformation of new proteins from their amino acid sequences.

Information
Last Update:2025/05/07

Official site

https://deepmind.google/technologies/alphafold/

License

Apache License 2.0

Availability

Linux, Mac, Windows
Core Developers

Google
Target substance/model

Proteins, protein complexes, DNA, RNA
Physical quantities that can be computed

Three-Dimensional structure of the protein
Methodology

Deep learning
Parallelization

GPU (CUDA) is supported. Parallelization using batch processing is possible.
Related keywords
Document

A. W. Senior et al., Nature 577, 706 (2020).
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