PC-QAOA partitions constraints into structural enforcement via feasible-state preparation and Grover mixers plus energetic penalties, reporting improved feasibility and quality over penalty-only QAOA across 413 instances.
Convergence guarantee for linearly-constrained combinatorial opti- mization with a quantum alternating operator ansatz
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An iterative nonvariational quantum algorithm using warm-start states and classically computed imaginary time evolution circuits achieves median solutions within 95% of optimal for MaxCut on small 3-regular graphs using only 100 shots, outperforming random and basic classical searches.
A synthesis of expert insights from the ADAC Quantum Computing Working Group and member survey on the complementary roles of quantum and classical high-performance computing in future hybrid infrastructures.
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Partitioned-Constraint QAOA (PC-QAOA): Structural State Preparation and Penalty Enforcement for Quantum Optimization
PC-QAOA partitions constraints into structural enforcement via feasible-state preparation and Grover mixers plus energetic penalties, reporting improved feasibility and quality over penalty-only QAOA across 413 instances.
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Iterative warm-start optimization with quantum imaginary time evolution
An iterative nonvariational quantum algorithm using warm-start states and classically computed imaginary time evolution circuits achieves median solutions within 95% of optimal for MaxCut on small 3-regular graphs using only 100 shots, outperforming random and basic classical searches.
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The Role of Quantum Computing in Advancing Scientific High-Performance Computing: A perspective from the ADAC Institute
A synthesis of expert insights from the ADAC Quantum Computing Working Group and member survey on the complementary roles of quantum and classical high-performance computing in future hybrid infrastructures.