Alphafold Study Material

Wikipedia's Definition of Protein Folding

Protein folding is the physical process by which a protein, after synthesis by a ribosome as a linear chain of amino acids, changes from an unstable random coil into a more ordered three-dimensional structure. This structure permits the protein to become biologically functional.

News Articles about Alphafold3

AlphaFold3 to offer structure prediction via web browser
Source: C&EN
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AlphaFold3 shares many capabilities with the recently published RoseTTAFold-All Atom model. Though it lacks RoseTTAFold's ability to design ...

Google Unveils A.I. for Predicting Behavior of Human Molecules
Source: The New York Times
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On Wednesday, Google DeepMind, the tech giant's central artificial intelligence lab, and Isomorphic Labs, a sister company, unveiled a more ...

AlphaFold 3 unlocks a new scientific era, mastering 'all of life's molecules'
Source: New Atlas
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Google DeepMind's groundbreaking new AI predicts not only the structure of proteins, ligands, DNA, RNA and "all of life's molecules," but ho...

Google DeepMind's 'leap forward' in AI could unlock secrets of biology
Source: The Guardian
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"It's a big milestone for us," said Demis Hassabis, the chief executive of Google DeepMind and the spin-off, Isomorphic Labs, which co-devel...

In fundamental advance, Google says AlphaFold 3 can map a vast universe of biomolecules
Source: STAT
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Google on Wednesday unveiled an AI tool capable of predicting the structure and interaction of a vast universe of biomolecules....

Research Papers about Protein Folding with Deep Learning

Distance-based Protein Folding Powered by Deep Learning
Published: 2018-11
Authors: Jinbo Xu
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DeepSF: deep convolutional neural network for mapping protein sequences to folds
Published: 2017-06
Authors: Jie Hou, Badri Adhikari, Jianlin Cheng
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A Protein Structure Prediction Approach Leveraging Transformer and CNN Integration
Published: 2024-02
Authors: Yanlin Zhou, Kai Tan, Xinyu Shen, Zheng He, Haotian Zheng
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DeepDriveMD: Deep-Learning Driven Adaptive Molecular Simulations for Protein Folding
Published: 2019-09
Authors: Hyungro Lee, Heng Ma, Matteo Turilli, Debsindhu Bhowmik, Shantenu Jha, Arvind Ramanathan
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SGNet: Folding Symmetrical Protein Complex with Deep Learning
Published: 2024-03
Authors: Zhaoqun Li, Jingcheng Yu, Qiwei Ye
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