CopulaNet: Learning residue co-evolution directly from multiple sequence alignment for protein structure prediction

Abstract

Protein structure prediction is a challenge. A new deep learning framework, CopulaNet, is a major step forward toward end-to-end prediction of inter-residue distances and protein tertiary structures with improved accuracy and efficiency.