123 citations · 269 across the 6 of their papers we have counts for
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q-bio.BM2021★ 110 cited
Efficient generative modeling of protein sequences using simple autoregressive models
Jeanne Trinquier, Guido Uguzzoni, Andrea Pagnani +2
Generative models emerge as promising candidates for novel sequence-data driven approaches to protein design, and for the extraction of structural and functional information about…
q-bio.BM2017★ 123 cited
Large-scale identification of coevolution signals across homo-oligomeric protein interfaces by Direct Coupling Analysis
Guido Uguzzoni, Shalini John Lovis, Francesco Oteri +3
Proteins have evolved to perform diverse cellular functions, from serving as reaction catalysts to coordinating cellular propagation and development. Frequently, proteins do not ex…