Author

Jie-Yu Wang

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Sep 2026

Machine-Learning Prediction of Carrier Mobility and Polarity Type of Polymer Semiconductors: from High-Fidelity Data to Experimental Realization

This work establishes a data-driven and experimentally grounded framework for predicting mobility levels and carrier transport types in polymer OFETs, directly bridging machine learning screening with device-level validation.

Yuan-Kai Li, Si-Lu Li, Yi Liu et al. · Journal of the American Chem... · 0 citations

Aug 2026

Understanding the Solvent-Regulated Assembly of Conjugated Polymers via Nanoscale Visualization

The multilevel assembly of conjugated polymers critically determines their electronic performance. However, establishing a direct correlation from molecular-level interactions to macroscopic morphology and charge transport properties remains challenging. In this work, advanced characterization techniques were employe...

Nai-Fu Liu, Li Ding, Xiao-Yan Zhang et al. · Macromolecules · 0 citations