CasGen: A Regularized Generative Model for CRISPR Cas Protein Design with Classification and Margin-Based Optimization
Bharani Nammi, Vindi M. Jayasinghe‐Arachchige, Sita Sirisha Madugula, Maria Artiles, Charlene Norgan Radler, Tyler T. Pham, Jin Liu, Shouyi Wang
CasGen generates novel Cas9 and Cas12 proteins using a transformer-based model with margin-based regularization, achieving structural similarity and functional integrity.
bioRxiv · Feb 28, 2025 · PreprintGenomics