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Author

Zhen-Quan Jia

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Review Oct 2026

A review of carbon nanodot bio-interactions and safety from cells to animals 2020 to 2025.

Carbon nanodots (CNDs) are increasingly investigated for biomedical applications because of their fluorescence, ease of synthesis, and reported biocompatibility. Their expanding therapeutic and diagnostic use requires a safety assessment that keeps pace with CND development. This review examines in vitro and in vivo st...

D. E. C. Vasquez, Zhen-Quan Jia · 0 citations
Preprint Aug 2026

PolymerGPT: Multi-property Optimization with a Decoder-Based GPT Model for Generative Polymer Design

This paper proposes PolymerGPT, a decoder-based GPT model that incorporates up to 37 commonly used polymer properties into the generative process via learned conditioning prefixes, and supports a scaffold condition that specifies a desired scaffold for predicted structures.

C. Pyle, A. Gadari, C. A. Figg et al. · 0 citations

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