Tractable and Thermodynamically Consistent pKa Prediction via First-Dissociation Aggregation
Zhuoyan Liu, Qiuyin Zhu, Qingkun Li, Yuanxi Zhu, You Xu, Bin Dai, Yongsheng Li, Zhenming Liu, Shengwen Yang
This paper introduces DTi-pKa, a graph neural network that predicts pKa values with thermodynamic consistency and achieves high accuracy on benchmark datasets.
bioRxiv · Oct 6, 2026 · PreprintBioinformatics