Quantum Combinatorial Optimization Algorithms for Network Reconfiguration: QRAO vs. QAOA

AP Ngo, HT Nguyen - 2024 56th North American Power …, 2024 - ieeexplore.ieee.org
This paper reviews a hybrid quantum-classical distributed algorithm for NP-hard
combinatorial optimization problems, which is embedded in IBM Qiskit's Alternating …

A quantum neural network regression for modeling lithium-ion battery capacity degradation

AP Ngo, N Le, HT Nguyen, A Eroglu… - 2023 IEEE Green …, 2023 - ieeexplore.ieee.org
Given their high power density, low discharge rate, and decreasing cost, rechargeable
lithium-ion batteries (LiBs) have found a wide range of applications such as power grid-level …