Publications and Media

Charles Zhou et al. · Medicinal Chemistry Research · Springer Nature · Published April 2026
We present a patented molecular AI framework based on molecular sonification that converts molecular data into audio, enabling efficient transfer learning from voice AI models and accurate prediction with a reduced computational footprint.

Emily Zhou et al. · ChemRxiv · Under Review 2026
We introduce a training-free audio representation of protein binding pockets that captures structural organization through spectral fingerprints and enables accurate classification using audio AI techniques.

Emily Zhou et al. · ChemRxiv · Under Review 2026
We define the Molecular World Model, a framework for Molecular Spatial Intelligence that encodes molecular structure as audio, enabling AI-driven molecular reasoning and high-performance protein structure classification.