2 papers
quant-ph2025
Energy Scale Degradation in Sparse Quantum Solvers: A Barrier to Quantum Utility
Thang N. Dinh, Cao P. Cong
Quantum computing offers a promising route for tackling hard optimization problems by encoding them as Ising models. However, sparse qubit connectivity requires the use of minor-em…
quant-ph2024
Scalable Quantum-Inspired Optimization through Dynamic Qubit Compression
Co Tran, Quoc-Bao Tran, Hy Truong Son +1
Hard combinatorial optimization problems, often mapped to Ising models, promise potential solutions with quantum advantage but are constrained by limited qubit counts in near-term…