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Generative AI imagines new protein structures

Generative AI imagines new protein structures
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Generative AI imagines new protein structures

MIT CSAIL researchers created FrameDiff, a computational tool utilizing machine learning to design novel protein structures. By simulating protein backbones with mathematical frames, FrameDiff constructs proteins that surpass natural varieties. ....

United Kingdom , Deepmind Arnaud Doucet , Jason Yim , Emile Mathieu , Sergey Ovchinnikov , Brian Trippe , Regina Barzilay , Cambridge University , Institute For Protein Design , Oxford University , Columbia University , Scientific Research In Pari Center , University Of Washington , Ian Haydon Institute For Protein Design , Prosperity Partnership , Microsoft Research , Harvard University , National Science Foundation Graduate Research Fellowship Program , French National Center , Protein Design , Scientific Research , Pari Center , Valentin De Bortoli , Deepmind Arnaud , Tommi Jaakkola , Latif Jameel Clinic ,