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what is DeepMind AlphaFold AI?

2022-04-22 06:58:50 UTC
what is DeepMind AlphaFold AI and why is protein folding problem important?
2022-09-28 13:31:39 UTC
<p>DeepMind AlphaFold AI is a machine learning system that has been designed to predict the 3D structures of proteins. The system was developed by Google's DeepMind division, in collaboration with a number of academic partners.</p><p><br></p><p>The protein folding problem is a longstanding challenge in biology, and one that is of great importance for understanding the function of proteins. Proteins are responsible for countless vital processes in the cell, and their 3D structure is crucial to their function. accurately predicting protein structures could have a major impact on our ability to understand and treat diseases.</p><p><br></p><p>DeepMind AlphaFold AI represents a major advance in Protein folding prediction. The system was trained using a dataset of more than 170,000 known protein structures, and is able to predict the structure of a new protein with much greater accuracy than previous methods.</p><p><br></p><p>The system has already been used to predict the structures of a number of proteins of unknown structure, including some that are of great importance for human health. For example, AlphaFold predictions were used to help design a new drug that is effective against the Ebola virus.</p><p><br></p><p>There is still much work to be done in this area, but DeepMind AlphaFold AI represents a major step forward in our ability to understand and treat diseases.</p>