Guo‐Wei Wei
Michigan State University(US)
Publications by Year
Research Areas
Topological and Geometric Data Analysis, Computational Drug Discovery Methods, Protein Structure and Dynamics, Bioinformatics and Genomic Networks, Cell Image Analysis Techniques
Most-Cited Works
- → TopologyNet: Topology based deep convolutional and multi-task neural networks for biomolecular property predictions(2017)336 cited
- → Representability of algebraic topology for biomolecules in machine learning based scoring and virtual screening(2018)266 cited
- → Persistent homology analysis of protein structure, flexibility, and folding(2014)243 cited
- → Generation of a new therapeutic peptide that depletes myeloid-derived suppressor cells in tumor-bearing mice(2014)230 cited
- → Vaccine-escape and fast-growing mutations in the United Kingdom, the United States, Singapore, Spain, India, and other COVID-19-devastated countries(2021)215 cited
- → A topology-based network tree for the prediction of protein–protein binding affinity changes following mutation(2020)214 cited
- → Analysis of SARS-CoV-2 mutations in the United States suggests presence of four substrains and novel variants(2021)188 cited
- → Algebraic graph-assisted bidirectional transformers for molecular property prediction(2021)166 cited
- → Mathematical deep learning for pose and binding affinity prediction and ranking in D3R Grand Challenges(2018)158 cited
- → Are 2D fingerprints still valuable for drug discovery?(2020)138 cited