Protein Engineering Comparison Hub
4 papers - avg viability 6.5
Top Papers
- Protein Counterfactuals via Diffusion-Guided Latent Optimization(8.0)
MCCOP enables precise protein engineering by generating biologically plausible sequence edits to optimize protein properties.
- EvoFlows: Evolutionary Edit-Based Flow-Matching for Protein Engineering(7.0)
EvoFlows is a novel protein modeling approach that predicts mutations and their locations for enhanced protein engineering.
- ProtAlign: Contrastive learning paradigm for Sequence and structure alignment(7.0)
ProtAlign creates a unified sequence-structure embedding space for proteins, enabling cross-modal retrieval and improved downstream prediction tasks.
- How to make the most of your masked language model for protein engineering(4.0)
A novel sampling method for masked language models to optimize protein properties in antibody therapeutics.