activity
20152026
most citedTopologyNet: Topology based deep convolutional neural networks for biomolecular property predictions

361 citations · 786 across the 19 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

physics.chem-ph2023

Poisson-Boltzmann based machine learning (PBML) model for electrostatic analysis

Jiahui Chen, Yongjia Xu, Xin Yang +3

Electrostatics is of paramount importance to chemistry, physics, biology, and medicine. The Poisson-Boltzmann (PB) theory is a primary model for electrostatic analysis. However, it…

q-bio.QM2023

Topological and geometric analysis of cell states in single-cell transcriptomic data

Tram Huynh, Zixuan Cang

Single-cell RNA sequencing (scRNA-seq) enables dissecting cellular heterogeneity in tissues, resulting in numerous biological discoveries. Various computational methods have been d…