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quant-ph2026
Beyond Hardware: Adaptive Algorithmic Control by State-Proxy Equalization
Jianlong Lu, Hongrui Zhang, Vishal Sharathchandra Bajpe +2
Recent advances in quantum computing have been driven primarily by improvements in hardware. Here we show that substantial gains can instead arise from how finite computational res…
quant-ph2026
When Similarity Is Interaction-Driven: Quantum Kernels for Regime-Sensitive Learning
Hanqiu Peng, Jianlong Lu, Ying Chen
Similarity in many decision systems is governed not by distance alone but by interactions among variables. In fraud and anomaly detection, small local perturbations can cross inter…