A Neural Network-Based Prediction of Superplasticizers Effect on the Workability and Compressive Characteristics of Portland Pozzolana Cement-Based Mortars

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Chemical characteristics</td><td class="align_center">PPC (Oxides percentage by mass)</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">CaO</td><td class="align_center">43.51</td></tr><tr><td class="align_left">Al<sub>2</sub>O<sub>3</sub></td><td class="align_center">10.06</td></tr><tr><td class="align_left">SiO<sub>2</sub></td><td class="align_center">30.62</td></tr><tr><td class="align_left">MnO</td><td class="align_center">—</td></tr><tr><td class="align_left">Fe<sub>2</sub>O<sub>3</sub></td><td class="align_center">4.34</td></tr><tr><td class="align_left">MgO</td><td class="align_center">1.03</td></tr><tr><td class="align_left">Na<sub>2</sub>O</td><td class="align_center">0.54</td></tr><tr><td class="align_left">K<sub>2</sub>O</td><td class="align_center">—</td></tr><tr><td class="align_left">Loss of ignition (LOI)</td><td class="align_center">2.80</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Chemical characteristics of binders used in the study.</div>

Advances in Materials Science and Engineering

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Table 2

Table 2: A Neural Network-Based Prediction of Superplasticizers Effect on the Workability and Compressive Characteristics of Portland Pozzolana Cement-Based Mortars 

Table 2 | A Neural Network-Based Prediction of Superplasticizers Effect on the Workability and Compressive Characteristics of Portland Pozzolana Cement-Based Mortars 