5 citations · 9 across the 7 of their papers we have counts for
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cs.LG2025
A Conformation-Centric Generative Foundation Model for Linear Polymer Modeling and Design
Fanmeng Wang, Ruochao Wang, Shan Mei +5
Linear polymers, macromolecules formed from monomers covalently bonded into continuous chains, underpin countless technologies and are indispensable to modern life. While deep lear…
cond-mat.soft2025
PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models
Fanmeng Wang, Wentao Guo, Qi Ou +4
Polymer conformation generation is a critical task that enables atomic-level studies of diverse polymer materials. While significant advances have been made in designing conformati…
physics.chem-ph2025★ 5 cited
High-Accuracy Physical Property Prediction for Organics via Molecular Representation Learning: Bridging Data to Discovery
Qi Ou, Hongshuai Wang, Minyang Zhuang +4
The ongoing energy crisis has underscored the urgent need for energy-efficient materials with high energy utilization efficiency, prompting a surge in research into organic compoun…