Pipelines Archives - IEEE Transactions on Quantum Engineering

QATNet: A Lightweight Quantum-Classical Tabular Network for Low-Latency Intrusion Detection

March 24, 2026Abubakar Danasabe, Muhammad Afaq, Aiman El-Maleh, Ajmal Khan, Sami El Ferik, Zeeshan KaleemEarly Access, Open AccessAccuracy, Adaptation models, Computational modeling, Encoding, Feature extraction, Intrusion detection, Pipelines, Principal component analysis, Quantum circuit, Real-time systems

Abstract: Modern communication environments ranging from smart mobility infrastructures to digitally integrated healthcare systems demand adaptable and trustworthy network security. In this situation, Software-Defined Networks (SDNs) play a vital role by providing programmable control and global visibility, enabling rapid policy updates and fine-grained traffic management. As a result, the need for efficient and interpretable intrusion […]

Measurement-Informed Safe Reinforcement Learning for Quantum Battery Charging via Harmonic-Syndrome Diagnostics and BMS Constraints

March 3, 2026Sangkeum Lee, Beomdo Park, Junseong Park, Hyeonseok Jang, Hoon Jeong, Taewook HeoQuantum ComputingBatteries, Battery charge measurement, Couplings, Feature extraction, Hardware, Harmonic analysis, Pipelines, Protocols, Reinforcement learning, Safety

Abstract: Quantum batteries promise ultrafast energy storage but are highly sensitive to noise, drift, and hardware constraints, making safe high-performance charging a central challenge for noisy intermediate-scale quantum devices. We propose a measurement-informed safe control framework that couples harmonic-spectrum-based syndrome diagnostics—H2/H1, H3/H1, and frequency drift—with a battery management system (BMS)-constrained curriculum reinforcement learning (RL) policy. […]

Optimal Control of the Operating Regime of a Single-Electron Double Quantum Dot

October 16, 2023V. ReiherQuantum ComputingLogic gates, Magnetic fields, Optimal control, Pipelines, Quantum dots, Qubit, Silicon

The double-quantum-dot device benefits from the advantages of both the spin and charge qubits, while offering ways to mitigate their drawbacks. Careful gate voltage modulation can grant greater spinlike or chargelike dynamics to the device, yielding long coherence times with the former and high electrical susceptibility with the latter for electrically driven spin rotations or […]