A Protein Structure Prediction Approach Leveraging Transformer and CNN Integration

arXiv:2402.19095v1 Announce Type: cross
Abstract: Proteins are essential for life, and their structure determines their function. The protein secondary structure is formed by the folding of the protein primary structure, and the protein tertiary structure is formed by the bending and folding of the secondary structure. Therefore, the study of protein secondary structure is very helpful to the overall understanding of protein structure. Although the accuracy of protein secondary structure prediction has continuously improved with the development of machine learning …

abstract arxiv cnn cs.lg function integration life prediction protein proteins protein structure protein structure prediction q-bio.bm study transformer type