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Dyna-1: Unraveling Protein Dynamics with Deep Learning and NMR Data
There are more than 100 NMR relaxation datasets in the Biological Magnetic Resonance Data Bank (BMRB), which show an observable motion in µs-ms. NMR signals can be broadened beyond detection by millisecond motions, leaving residues unassigned in chemical shift datasets of about 10,000 proteins. Deep learning models were taught to predict missing assignments caused by…
