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

• मुख्य लेखकों: Xiaowei Luo (लेखक), Fan Tong (लेखक), Wenbin Zhao (लेखक), Xiangwen Zheng (लेखक), Jiangyu Li (लेखक), Jing Li (लेखक), Dongsheng Zhao (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: Taylor & Francis Group, 2023-12-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

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...