README.md

metadata

title: MetaMix API
emoji: 🏗️
colorFrom: gray
colorTo: blue
sdk: docker
app_port: 7860
pinned: false

MetaMix API

FastAPI backend for the MetaMix tool on pavements.design.

Wraps BOxCrete — a Bayesian optimisation framework for sustainable concrete mix design by Meta AI Research.

Endpoints

• GET /health — liveness check
• POST /predict — returns GWP and strength curve for a given mix

Citation

@misc{ament2023sustainable,
      title={Sustainable Concrete via Bayesian Optimization},
      author={Sebastian Ament and Andrew Witte and Nishant Garg and Julius Kusuma},
      year={2023},
      eprint={2310.18288},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}