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公开(公告)号:WO2021248060A1
公开(公告)日:2021-12-09
申请号:PCT/US2021/035990
申请日:2021-06-04
Applicant: CALIFORNIA INSTITUTE OF TECHNOLOGY , BASF SE
Inventor: LISZKA, Michael , WU, Zachary , YANG, Kevin
Abstract: The disclosure provides systems and methods for generating a signal peptide amino acid sequence using deep learning, where a signal peptide is generated for input protein sequences, amino acids of the protein sequences are tokenized and mapped to a sequence of continuous representations to decode an output signal peptide sequence based on the input protein sequence.