M. Aydın

Data-driven fresh property prediction and mix design optimization of self-compacting geopolymer concrete

Self-compacting geopolymer concrete (SCGC) requires coordinated control of workability and strength during mix design, yet predicting fresh-state properties from mix proportions alone has not been reliably achieved. This study trained machine learning models on 327 two-part SCGC mixes from 37 published sources to predi...