Author

J. Lim

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Sep 2026

Human-AI Collaboration in Skill-Based Classroom Feedback

This study investigates how human-AI collaboration can improve feedback quality and learning efficiency in skill-based classroom instruction. The study is designed to involve approximately 520 students and 36 instructors from practice-oriented courses over a 12-week teaching cycle, generating around 7,800 student pract...

Jia-Hui Lim, Wei Tan, N. Rahman · Journal of Adaptive Learning... · 0 citations

#diffusion models Sep 2026

Pressure-State Restoration for Early Fault Diagnosis in Gas Pipeline Networks

Urban gas pipeline networks generate continuous monitoring time series from pressure sensors, flow meters, valve states, compressor stations, regulator stations, gas concentration sensors, and customer-demand meters. These signals are noisy because of daily demand fluctuation, regulator adjustment, compressor vibration...

Wei Tan, Jia-Hui Lim, Arun Kumar · The Journal of Applied Engi... · 0 citations