Publications by authors named "GW Wei"

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PLNet: Persistent Laplacian neural network for protein-protein binding free energy prediction.
Xingjian Xu, Chunmei Wang, Guo-Wei Wei, Jiahui Chen

Protein Sci· December 2025

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Multiscale Cell-Cell Interactive Spatial Transcriptomics Analysis.
Sean Cottrell, Guo-Wei Wei

Adv Sci (Weinh)· November 2025

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Recent advances in machine learning predictions of protein-ligand binding affinities.
Jian Jiang, Daixin Li, Guilin Wang, Guo-Wei Wei

Curr Opin Struct Biol· November 2025

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Machine learning predictions from unpredictable chaos.
Jian Jiang, Long Chen, Lu Ke, Bozheng Dou, Yueying Zhu, Guo-Wei Wei

J R Soc Interface· October 2025

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Topological learning prediction of virus-like particle stoichiometry and stability.
Xiang Liu, Xuefei Huang, Guo-Wei Wei

Biophys J· October 2025

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Predicting Protein-Nucleic Acid Flexibility Using Persistent Sheaf Laplacians.
Nicole Hayes, Ekaterina Merkurjev, Guo-Wei Wei

ArXiv· October 2025

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Drug Resistance Predictions Based on a Directed Flag Transformer.
Dong Chen, Gengzhuo Liu, Hongyan Du, Benjamin Jones, Junjie Wee, Guo-Wei Wei

Adv Sci (Weinh)· September 2025

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PERSISTENT DIRECTED FLAG LAPLACIAN.
Benjamin Jones, Guo-Wei Wei

Found Data Sci· September 2025

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Computational Drug Repurposing for Alzheimer's Disease via Sheaf Theoretic Population-Scale Analysis of snRNA-seq Data.
Sean Cottrell, Seungmin Yoon, Xiaoqi Wei, Alex Dickson, Guo-Wei Wei

ArXiv· September 2025

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Commutative algebra neural network reveals genetic origins of diseases.
JunJie Wee, Faisal Suwayyid, Mushal Zia, Hongsong Feng, Yuta Hozumi, Guo-Wei Wei

ArXiv· September 2025

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Topological Learning Prediction of Virus-like Particle Stoichiometry and Stability.
Xiang Liu, Xuefei Huang, Guo-Wei Wei

ArXiv· August 2025

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CAKL: Commutative algebra k-mer learning of genomics.
Faisal Suwayyid, Yuta Hozumi, Hongsong Feng, Mushal Zia, JunJie Wee, Guo-Wei Wei

ArXiv· August 2025

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Enhancing energy predictions in multi-atom systems with multiscale topological learning.
Dong Chen, Rui Wang, Guo-Wei Wei, Feng Pan

J Mater Chem A Mater· July 2025

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Topological Sequence Analysis of Genomes: Category Approaches.
Jian Liu, Li Shen, Mushal Zia, Guo-Wei Wei

ArXiv· July 2025

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Topological Sequence Analysis of Genomes: Delta Complex approaches.
Jian Liu, Li Shen, Dong Chen, Guo-Wei Wei

ArXiv· July 2025

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Khovanov Laplacian and Khovanov Dirac for knots and links.
Benjamin Jones, Guo-Wei Wei

J Phys Complex· June 2025

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A review of transformer models in drug discovery and beyond.
Jian Jiang, Long Chen, Lu Ke, Bozheng Dou, Chunhuan Zhang, Guo-Wei Wei

J Pharm Anal· June 2025

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PERSISTENT SHEAF LAPLACIANS.
Xiaoqi Wei, Guo-Wei Wei

Found Data Sci· June 2025

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Mayer-Homology Learning Prediction of Protein-Ligand Binding Affinities.
Hongsong Feng, Li Shen, Jian Liu, Guo-Wei Wei

J Comput Biophys Chem· March 2025

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Multi-scale Jones polynomial and persistent Jones polynomial for knot data analysis.
Ruzhi Song, Fengling Li, Jie Wu, Fengchun Lei, Guo-Wei Wei

AIMS Math· January 2025

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Persistent Topological Laplacians-A Survey.
Xiaoqi Wei, Guo-Wei Wei

Mathematics (Basel)· January 2025

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PERSISTENT MAYER HOMOLOGY AND PERSISTENT MAYER LAPLACIAN.
Li Shen, Jian Liu, Guo-Wei Wei

Found Data Sci· December 2024

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Graph-Based Bidirectional Transformer Decision Threshold Adjustment Algorithm for Class-Imbalanced Molecular Data.
Nicole Hayes, Ekaterina Merkurjev, Guo-Wei Wei

J Comput Biophys Chem· December 2024

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Persistent Laplacian-enhanced algorithm for scarcely labeled data classification.
Gokul Bhusal, Ekaterina Merkurjev, Guo-Wei Wei

Mach Learn· October 2024

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Multiscale topology-enabled structure-to-sequence transformer for protein-ligand interaction predictions.
Dong Chen, Jian Liu, Guo-Wei Wei

Nat Mach Intell· July 2024

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