BERT2DAb: a pre-trained model for antibody representation based on amino acid sequences and 2D-structure

ABSTRACTPrior research has generated a vast amount of antibody sequences, which has allowed the pre-training of language models on amino acid sequences to improve the efficiency of antibody screening and optimization. However, compared to those for proteins, there are fewer pre-trained language mode...

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Main Authors: Xiaowei Luo (Author), Fan Tong (Author), Wenbin Zhao (Author), Xiangwen Zheng (Author), Jiangyu Li (Author), Jing Li (Author), Dongsheng Zhao (Author)
Format: Book
Published: Taylor & Francis Group, 2023-12-01T00:00:00Z.
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