Dataset and analysis code: Predicting the workability of PCE-modified cement-fly-ash pastes with explainable machine learning

Experimental dataset (616 Marsh-funnel flow-time and 252 mini-slump measurements; 22 in-house PCE formulations × 4 fly-ash replacement levels × 7 dosages, w/cm = 0.35) and the complete deterministic Python pipeline reproducing every numerical result, table and figure of the associated paper. See README.md for the column dictionary and reproduction instructions.