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climacrete-systems

F25 Duke University AI Hackathon smartcrete

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01_data_cleaning.ipynb

The first is the UCI Concrete Compressive Strength dataset (a classic baseline for regression). The second is a research dataset with recycled aggregates, fibers, and SCMs — ideal for showcasing low-carbon or alternative materials.

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02_training_strength_model.ipynb

Train a regression model. Predict compressive strength (MPa) based on the cleaned mix design features

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Charts

Durability ML Model Chart Strength ML Model Chart