AlphaFold: Using AI for scientific discovery | DeepMind
https://deepmind.com/blog/article/AlphaFold-Using-AI-for-scientific-discovery
Why is protein folding important? I think that we shall be able to get a more thorough It's exciting to see these early signs of progress in protein folding, demonstrating the utility of...
AlphaFold - Wikipedia
https://en.wikipedia.org/wiki/AlphaFold
1 Protein folding problem. 2 Algorithm. 2.1 AlphaFold 1, 2018. protein can reach its final folded state with extreme rapidity, and how the native structure of a protein can be...
AlphaFold: The making of a scientific breakthrough - YouTube
https://www.youtube.com/watch?v=gg7WjuFs8F4
The inside story of the DeepMind team of scientists and engineers who created AlphaFold, an AI system that is recognised as a solution to "protein folding"...
CASP14: what Google DeepMind's AlphaFold 2 really...
https://www.blopig.com/blog/2020/12/casp14-what-google-deepminds-alphafold-2-really-achieved-and-what-it-means-for-protein-folding-biology-and-bioinformatics/
As a rule of thumb, a GDT_TS around 60% represents a "correct fold", meaning that we have an idea of how the protein folds globally; and over 80% we start seeing side chains...
Unfolding AlphaFold. DeepMind... | Towards Data Science
https://towardsdatascience.com/unfolding-alphafold-683d576a54a3
Therefore, at least, we have around 21²⁹⁹ (the first residue is fixed) possible proteins that each of them folds in a unique way and therefore has a unique functionality or application.
GitHub - Urinx/alphafold_pytorch: An implementation of the...
https://github.com/Urinx/alphafold_pytorch
An implementation of the DeepMind's AlphaFold based on PyTorch for research.
The De-Hyped Journey of AlphaFold — Simplified | Medium
https://medium.com/swlh/the-de-hyped-journey-of-alphafold-simplified-4111934e4014
Deepmind made the news again with a new breakthrough in protein folding using AI. Here is a de-hyped description of the journey and why it is a big deal. Proteins are made of...
[D] DeepMind's AlphaFold 2 Explained! AI Breakthrough in...
https://www.reddit.com/r/MachineLearning/comments/k4n3m2/d_deepminds_alphafold_2_explained_ai_breakthrough/
DeepMind solves a 50-year old problem in Protein Folding Prediction. AlphaFold 2 improves over DeepMind's 2018 AlphaFold system with a new architecture and massively...
AlphaFold: Machine learning for protein structure prediction | Foldit
https://fold.it/portal/node/2008706
AlphaFold has received considerable attention for this achievement, and a few weeks ago they published a scientific paper with the details of their new method. Since protein structure prediction...
DeepMind solves protein folding 'grand challenge' with...
https://www.cnbc.com/2020/11/30/deepmind-solves-protein-folding-grand-challenge-with-alphafold-ai.html
DeepMind solves 50-year-old 'grand challenge' with protein folding A.I. Predicting the shape that a protein will fold into is important because it determines their function and...
GitHub - lucidrains/alphafold2: To eventually become an unofficial...
https://github.com/lucidrains/alphafold2
Alphafold2 - Pytorch (wip) Install Usage Predicting Coordinates Real-Value Distance Prediction Sparse Attention Memory Compressed Attention MSA processing in Trunk Template processing in Trunk...
DeepMind's latest AI breakthrough can accurately... | Engadget
https://www.engadget.com/deepmind-alphafold-2-protein-folding-prediction-ai-194911146.html
Others fold back onto themselves as "sheets". Before long, these helixes and sheets coalesce and contort into a protein's final structure, and that's what gives a protein the...
DeepMind's AlphaFold 2—An Impressive Advance With...
https://www.skynettoday.com/briefs/alphafold2
The improvements are so large that some claim protein folding is a solved problem. Left: AlphaFold 2's impressive score on the CAPS protein folding competition.
AlphaFold makes its mark in predicting protein structures
https://techxplore.com/news/2020-01-alphafold-protein.html
How Nature defines protein folding: "Protein folding is the process by which proteins Protein folding requires chaperones and often involves stepwise establishment of regular...
Go watch this video about an AI system that can... - The Verge
https://www.theverge.com/2020/12/1/21754310/deepmind-alphafold-ai-protein-folding-casp-competition
How exactly does a protein, which starts as a string of amino acids, fold itself into the funky 3D shapes you might recognize from diagrams? AlphaFold, an AI from DeepMind, may...
AlphaFold 2 Explained: A Semi-Deep Dive
https://daleonai.com/how-alphafold-works
This is where AlphaFold comes in. It's a neural-network-based algorithm that's performed astonishingly well on the protein folding problem, so much so that it seems to rival in...
What is AlphaFold? - Quora
https://www.quora.com/What-is-AlphaFold?share=1
AlphaFold comes from DeepMind, a company well-known for tackling hard problems with machine learning algorithms. In 2016, a DeepMind program called AlphaGo famously beat a world-champion...
DeepMind's AlphaFold | FierceBiotech
https://www.fiercebiotech.com/special-report/deepmind-s-alphafold
Once upon a time—back in the mid-2000s, a mere era ago in computing—researchers at the University of Washington wanted to predict how proteins fold themselves.
An Introduction to AlphaFold and Protein Modeling | by brett... | Medium
https://medium.com/quark-works/an-introduction-to-alphafold-and-protein-modeling-b83edadcff2b
Google announced AlphaFold right at the end of last year. They entered it into this online protein prediction contest called CASP. They were able to significantly advance the state of the art in the field.
Solving a 50-Year-Old Puzzle: AlphaFold 2 and Protein Folding
https://theskepticalchemist.com/solving-50-year-old-puzzle-alphafold-2-protein-folding/
Proteins, Amino Acids and Folding. Proteins are molecules that oversee many different roles within cells. The particular function of each protein comes from its...
«Machine learning»: «Alpha fold» в Apple Podcasts
https://podcasts.apple.com/ru/podcast/alpha-fold/id1456959710?i=1000515027245
Alpha fol‪d‬ Machine learning. Технологии. The next big breakthroughs will be in biology technology and computing.
AlphaFold 2
https://finance.yahoo.com/news/deepmind-alphafold-2-protein-folding-prediction-ai-194911146.html
AlphaFold 2. This all sounds impressive -- and it is, certainly -- but there's still plenty On the whole, AlphaFold's results represented a dramatic improvement in accuracy compared to past years, and as...