Research and design, documented.
Urban heat and school commutes in a Taipei district
Does afternoon surface temperature along walking routes predict how long students take to get home, and does shade change the relationship?
Robust sleep prediction under missing wearable sensor data
When part of a wearable device's data is missing, how does the sleep-prediction performance of lightweight machine learning models change, and at what cost in compute?
Plastic stories: a night market's single-use economy
How much single-use plastic passes through one night market in an evening, where does it come from, and what would vendors and customers accept in its place?
Grown acoustic panels for a noisy classroom
Can a mycelium composite grown from local agricultural waste match the sound absorption of a commercial foam panel, and what would it take for a school to maintain and compost it?
A whole-cell nitrite sensor for aquaculture ponds
Can an engineered bacterial sensor report nitrite in pond water at concentrations relevant to fish health, fast enough to be useful to a farmer at dawn?
Begin with a question.
Tell us what a student cannot stop thinking about. We will suggest where it could go.