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Amana Liaqat

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Preprint Oct 2026

Scaling Quantum Optimization to the Thousand-Qubit Scale with Distributed Quantum Sampling

The Minimum Birkhoff Decomposition (MBD) seeks a sparse weighted sum of matchings and is a challenging optimization problem with applications in network scheduling and energy trading. We scale a quantum-assisted decomposition method by combining single-layer QAOA sampling with Extended Fully-Corrective Frank-Wolfe (E-F...

Amana Liaqat, Ahmed Darwish, Stephen Diadamo et al. · 0 citations

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