Enhancing Generalizability in Protein–Ligand Binding Affinity Prediction with Multimodal Contrastive Learning

D Luo, D Liu, X Qu, L Dong, B Wang - Journal of Chemical …, 2024 - ACS Publications
Improving the generalization ability of scoring functions remains a major challenge in protein–
ligand binding affinity prediction. Many machine learning methods are limited by their …

VmmScore: An umami peptide prediction and receptor matching program based on a deep learning approach

M Liu, J Yang, Y He, F Cao, W Li, W Han - Computers in Biology and …, 2024 - Elsevier
Peptides, with recognized physiological and medical implications, such as the ability to
lower blood pressure and lipid levels, are central to our research on umami taste perception …