most citedHigh-Accuracy Physical Property Prediction for Organics via Molecular Representation Learning: Bridging Data to Discovery

5 citations · 5 across the 2 of their papers we have counts for

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physics.chem-ph2026

3D Molecular Representation Learning for Organic Mixtures: Viscosity and Density Prediction

Haicheng Qu, Yanyi Su, Ning Wang +4

The viscosity and density of organic mixtures are essential properties for designing lubricants, solvents, and heat transfer fluids. In engineering practice, formulating a function…

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…