Physical chemistry chemical physics : PCCPLigandsProteinsNeural NetworksComputerProtein Binding
A multi-geometric graph fusion network for protein-ligand affinity prediction.
Guoqiang Zhou, Shili Yuan, Qianya Xu, Haoran Li, Huaming Chen, Jun Shen
Published: 202510.1039/d5cp01064k
Abstract
Protein-ligand binding affinity prediction plays a crucial role in drug discovery. While recent works use two-dimensional graph neural networks to improve affinity prediction, we find that the three-dimensional geometric information of proteins and l…
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