Science department · 02
Chemistry
Examine molecules, reactions, materials, electrochemistry, and sustainable chemical systems across multiple scales.
3 interactive projects in this department
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Explore Chemistry
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Chemistry Electrochemistry & Energy Storage
Battery SOH Forecast Explorer
Can four ageing batteries reveal both how much capacity remains and how their voltage curves change? A laboratory repeatedly charged and discharged four matching batteries, recording one health value per cycle and the full voltage trace within each cycle.
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Chemistry Electrochemistry & Energy Storage
Battery Curve Shape Explorer
Can a computer recognise ageing from curve shape? Explore 3,245 cycles in one PCA map, reveal their ages, and inspect each linked charge-discharge curve.
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Chemistry Electrochemistry & Energy Storage
CEEMDAN battery forecasting — decompose, then forecast, without peeking
A rechargeable battery loses a little of the charge it can hold every time it is used. Can a computer see the end coming? One laboratory battery cell was charged and discharged 168 times, and the charge it could still hold was measured after every single cycle.
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