David O. Williams Rogers

ProtNHF enables controllable protein sequence generation through Hamiltonian flows with inference-time bias functions, achieving competitive quality and flexible property control.

The paper demonstrates a framework using BRC-Analytics and agentic AI to standardize RNA-seq analysis of fungal pathogens, achieving reproducible results across studies with differing annotations.