Property-Isometric Variational Autoencoders for Sequence Modeling and Design

Elham Sadeghi, Xianqi Deng, I-Hsin Lin +2

Biological sequence design (DNA, RNA, or peptides) with desired functional properties has applications in discovering novel nanomaterials, biosensors, antimicrobial drugs, and beyo…