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quant-ph2026
A NISQ-Aware Hybrid Quantum-Classical Framework for Scalable Combinatorial Optimization
Haolong Ding, Mohan Wu, Yin Xu +1
Scalable combinatorial optimization under resource-constrained quantum hardware remains a fundamental challenge in the Noisy Intermediate-Scale Quantum (NISQ) era, due to the misma…
quant-ph2026
Quantum-Enhanced Recurrent Neural Networks via Variational Quantum Gating for Battery State of Health Prediction
Yin Xu, Qinglin Liu, Li Gao +1
Accurate state-of-health (SOH) estimation for lithium-ion batteries remains a challenging problem due to complex electrochemical degradation mechanisms and long-range temporal depe…