Figure 6 | Scientific Reports

Figure 6

From: Machine learning enables prompt prediction of hydration kinetics of multicomponent cementitious systems

Figure 6

Results produced by the RF-based optimization module. Optimum levels (%mass) of replacement of cement with metakaolin (x-axis) and limestone (y-axis) in ternary pastes formulated using: (A) Cement #3 + metakaolin + coarse limestone; (B) Cement #3 + metakaolin + fine limestone; (C) Cement #6 + metakaolin + coarse limestone; (D) Cement #6 + metakaolin + fine limestone. The target 24-h cumulative heat release is indicated in legend of each figure. Data-points (solid-blue symbols) from experimental measurements—and their corresponding 24-h cumulative heat release values—are also included in each figure.

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