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Author

Ning Wang

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Open access Aug 2026

PolyCLIP: A CLIP-Based Multimodal Framework for Polymer Property Prediction

Polymers are fundamental to modern materials science because their backbone chemistry, monomer composition, and chain architecture can be systematically tuned to achieve a virtually unlimited range of mechanical, thermal, electronic, and optical properties. To accelerate the discovery and design of polymeric material...

Amberbir Alemayoh, Zhi-Xin Pan, Ning Wang · 0 citations
Preprint Aug 2026

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

The viscosity and density of organic mixtures are essential properties for designing lubricants, solvents, and heat transfer fluids. In engineering practice, formulating a functional fluid requires understanding how these properties change with composition and temperature. However, exhaustive experimental characterizat...

Haicheng Qu, Yanyi Su, Ning Wang et al. · 0 citations

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