Fig. 4: Experimental validation and mechanical performance of high-strength Al-Si alloys.
From: A process-synergistic active learning framework for high-strength Al-Si alloys design
a combination of structural analysis and mechanical testing is presented to evaluate alloy performance. a XRD patterns, and b and c SEM-EDS analyses for alloys C2 (GC + T6 PR) and D2 (GC + HE PR). d Stress-strain curves of selected high-strength alloys from GC + T6 and GC + HE PRs. e Iterative prediction and validation accuracy assessment across three cycles for GC + T6 PR and a single iteration for GC + HE PR. f Comparison of UTS versus Si content between literature data, previous experimental results, and the high-strength Al-Si alloys developed through this work for GC + T6 and GC + HE PRs.
