Predict Strength
Run machine learning evaluations to forecast 28-day concrete strength using raw ingredients.
Optimize Mix
Search for optimal low-carbon and cost-effective mixes using our bounded SLSQP solver.
Model Comparison
Explore the validation metrics (RMSE, MAE, R²) across XGBoost, Random Forest, and baseline models.
Report Preview
Read the project report summary covering problem motivation, features, and model validations.
About Research
Learn more about AstraMix's methodology, material limits, and Nikolay Khachatryan's work.
Backend Docs
Explore the interactive Swagger/OpenAPI schemas, schemas, and live test endpoints.