Quantum-Enhanced Q²SAR Edges Classical Gradient Boosting on Kinase Prediction

arXiv·low signal

Q²SAR (arXiv 2607.11701) reports a quantum-enhanced QSAR framework reaching 0.8750 AUC versus 0.8037 for classical gradient boosting on DYRK1A kinase-activity prediction. Early and single-target, but a concrete quantum-ML-versus-classical data point for drug-discovery pipelines.