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Tag: alphafold

Thanks to DALL-E, the Race to Make Artificial Protein Drugs Is On

Remember when predicting protein shapes using AI was the breakthrough of the year?That’s old news. Having solved nearly all protein structures known to biology,...

2022 Was the Year AI Finally Started Living Up to Its Hype

Ever since deep learning burst into the mainstream in 2012, the hype around AI research has often outpaced its reality. Over the past year...

MIT: Biotech labs are using AI Inspired by DALL-E to Invent New Drugs

The explosion in AI models like OpenAI’s DALL-E 2—programs trained to generate pictures of almost anything you ask for—has sent ripples through the creative industries,...

DeepMind spin-off steps up effort to use AI to create new drugs

Alphabet-owned Isomorphic Labs is ramping up its operations by poaching pharmaceutical talent and opening a new office, as the artificial intelligence drug discovery start-up...

Machine learning in bioprocess development: from promise to practice

Mitchell T. et al.Machine learning.Annu. Rev. Comput. Sci. 1990; 4: 417-433Ender T.R. Balestrini-Robinson S. Surrogate modeling.in: Loper M.L. Modeling and Simulation in the Systems...

Run inference at scale for OpenFold, a PyTorch-based protein folding ML model, using Amazon EKS

This post was co-written with Sachin Kadyan, a leading developer of OpenFold. In drug discovery, understanding the 3D structure of proteins is key to assessing the ability of a drug to bind to it, directly impacting its efficacy. Predicting the 3D protein form, however, is very complex, challenging, expensive, and time consuming, and can take […]

DeepMind AlphaFold cracks the 3D structure of all proteins known to date

DeepMind revealed that the structures of all proteins known to science, more than 200 million proteins, have been solved by its AlphaFold AI. ...

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