Author

Yimiao Zhang

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Book Open access Nov 2026

SAGE: A Guardrailed LLM Tutoring System with Scaffolded Self-Regulated Learning for Adult Education

We present SAGE (Scaffolded, Audited, Guided Education), a deployable guardrailed LLM tutoring system for adult learners. Left unrestricted, chat assistants often hand over the answer, which can improve in-the-moment performance but may erode the self-regulation that supports durable learning. SAGE wraps a commercial L...

Kwan-Hui Lim, Jing Ren, Yi-Miao Zhang et al. · 0 citations

Jul 2026

AI-Integrated Molecularly Imprinted Gate-Controlled Nanozyme-Based Field-Deployable Multimodal Assay of Per- and Polyfluoroalkyl Substances in Environmental Waters.

The significant risks posed by per- and polyfluoroalkyl substances (PFAS) to water quality and public health have attracted increasing attention as a class of emerging contaminants. Efficient onsite assay of PFAS in environmental waters is critical for risk traceability, early warning, and safeguarding water security,...

Fengjiao He, Yimiao Zhang, Linpin Luo et al. · Analytical Chemistry · 0 citations