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Heterogeneity2025/Concrete_Optimiser_v2.0

sourceHugging Facemitupdated 3mo agoView on Hugging Face

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App README

Concrete Compressive-Strength Predict / Design

An interactive tool for concrete mix design.

—Predict strength - enter a mix design, with optional fields allowed, and get the predicted compressive strength.
—Design a mix - enter a target strength and get several detailed mix designs that reach it.

Trained on about 9,700 mixes spanning about 2 to 198 MPa, from normal-strength concrete through ultra-high-performance concrete.

bash

pip install -r requirements.txt
streamlit run streamlit_app.py

file	purpose
`streamlit_app.py`	the web UI
`inference.py`	model loading plus predict / design logic
`build_inverse_index.py`	offline script to precompute the design index and `model_config.json`
`checkpoints_full_rich/`	trained model files and `model_config.json`
`inverse_index.csv`	precomputed predictions over the training mixes