EvoAI Enables Extreme Compression and Reconstruction of the Protein Sequence Space

Information Science, Artificial Intelligence, Life Sciences, Biochemistry, Bioengineering, Genetics,
protein engineering   deep learning   sequence space compression   high-dimensional space   biomolecular design  

Extreme Compression and Reconstruction of Protein Sequence Space: A Breakthrough Study on EvoAI Background Protein design and optimization have become central challenges in fields like biotechnology, medicine, and synthetic biology. The functions of proteins are determined by their sequences and structures, but this functional sequence space is hig...