PI-Mamba: Linear-Time Protein Backbone Generation via Spectrally Initialized Flow Matching

Tianyu Wu, Lin Zhu

Motivation: Generative models for protein backbone design have to simultaneously ensure geometric validity, sampling efficiency, and scalability to long sequences. However, most ex…