SPINET: Sheaf Protein Inverse Folding Network
SPINET is introduced, which predicts sequences from molecular dynamics trajectories that uses cellular sheaves to represent residue interactions within each frame and recurrent units to integrate information across frames, then predicts all amino acids in a single pass.
Jens Lundsgaard, Colin Mikulski, Zhi-Xuan Yan et al.
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