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Dr. Sarah Chen

sarah.chen@molequle.ai

QML vs SQD Benchmark

MetricQMLSQD
Energy Accuracy99.87%99.85%
Convergence Time2.34s2.36s
Ground State Error0.0012 Ha0.0013 Ha
Memory Usage1.2 GB1.3 GB
Optimization Steps847851

Results show QML and SQD perform nearly identically across all metrics, with differences within expected statistical variance.