#machine learning
Sep 2026
SimpleDesign: A Joint Model for Protein Sequence and Structure Codesign
This work presents SimpleDesign, an effective multi-modal protein design model trained directly in the data space that leverages a single-stage end-to-end objective that combines discrete cross-entropy for sequences and a regression objective for structures.
Jia-Rui Lu, Yu-Yang Wang, Yi-Zhe Zhang et al.
· Trans. Mach. Learn. Res. · 0 citations