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Chloe Hsu

2 accepted papers

2022

Learning inverse folding from millions of predicted structures

ICML 2022oral

We consider the problem of predicting a protein sequence from its backbone atom coordinates. Machine learning approaches to this problem to date have been limited by the number of available experimentally determined protein structures. We augment training data by nearly three orders of magnitude by…