Optimal Bayesian-designed annealing parameters transfer across similar maximum independent set graph instances, enabling a fixed protocol to be applied from small training graphs to unseen 100-qubit graphs on a Rydberg atom processor.
Consistency of the adiabatic theorem
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Introduces a toolbox for studying energy gaps, eigenstate structure, and optimization dynamics in quantum annealing formulations of database problems.
Apollo is a room-temperature 10000-node CMOS neuromorphic chip whose p-qubit network emulates transverse-field quantum annealing via Suzuki-Trotter and reportedly achieves lower energies than cryogenic QA on 3D spin-glass benchmarks across 300 realizations.
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A Toolbox to Understand the Physics of Quantum Data Management
Introduces a toolbox for studying energy gaps, eigenstate structure, and optimization dynamics in quantum annealing formulations of database problems.