Bio-AI Applications & Protein Engineering
Focuses on foundational AI architectures and deep generative neural networks applied to macromolecular modeling, enzyme design, and structural biology.
- Diffusion and transformer models for de novo protein backbone generation
- Large genomic foundation models & regulatory sequence prediction
- AI-guided directed evolution and high-throughput screening
- Molecular dynamics acceleration via physics-informed neural networks (PINNs)