Proteina
A generative model for joint generation of protein sequences and structures. It learns the mapping between sequences and three-dimensional structures and may adopt architectures such as language models or graph neural networks.
Timeline (last 90 days)
Proteina is a generative model aimed at protein sequences and structures.
The pipeline combining RFD4 and Proteina is: RFD4 provides the generation prior at the structure level, Proteina provides the modeling capability at the sequence level, and the reward model screens and guides candidates during inference; the authors call this pipeline reward-guided inference-time search.
The RFD4-Proteina method shifts the bottleneck of the protein design workflow from training to the quality of the reward function definition.
All Facts (3)
Proteina is a generative model aimed at protein sequences and structures.
50%UnverifiedThe pipeline combining RFD4 and Proteina is: RFD4 provides the generation prior at the structure level, Proteina provides the modeling capability at the sequence level, and the reward model screens and guides candidates during inference; the authors call this pipeline reward-guided inference-time search.
50%UnverifiedThe RFD4-Proteina method shifts the bottleneck of the protein design workflow from training to the quality of the reward function definition.
50%