9 citations · 14 across the 3 of their papers we have counts for
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q-bio.BM2023★ 3 cited
Multi-task Bioassay Pre-training for Protein-ligand Binding Affinity Prediction
Jiaxian Yan, Zhaofeng Ye, Ziyi Yang +4
Protein-ligand binding affinity (PLBA) prediction is the fundamental task in drug discovery. Recently, various deep learning-based models predict binding affinity by incorporating…
q-bio.BM2022★ 9 cited
ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein Evolution
Lixue Cheng, Ziyi Yang, Changyu Hsieh +2
Directed evolution is a versatile technique in protein engineering that mimics the process of natural selection by iteratively alternating between mutagenesis and screening in orde…