Benchmark

Spin-Glass Quench Dynamics on D-Wave Annealer

Programmable quantum annealing (quench simulation) · Simulation · D-Wave Ocean SDK

Benchmark of real-time spin-glass quench dynamics on D-Wave superconducting annealers against state-of-the-art classical tensor-network and neural-network simulators. The collaboration showed that for 2D, 3D and infinite-dimensional spin glasses the annealer produces samples in close agreement with the Schrödinger equation while leading classical methods cannot match the accuracy within reasonable runtimes. The paper argues this is a regime where quantum simulation offers a genuine, application-framed advantage for dynamics questions relevant to condensed-matter physics.

quantum-annealingD-Wavespin-glassdynamicsbeyond-classical

Benchmark of real-time spin-glass quench dynamics on D-Wave superconducting annealers against state-of-the-art classical tensor-network and neural-network simulators. The collaboration showed that for 2D, 3D and infinite-dimensional spin glasses the annealer produces samples in close agreement with the Schrödinger equation while leading classical methods cannot match the accuracy within reasonable runtimes. The paper argues this is a regime where quantum simulation offers a genuine, application-framed advantage for dynamics questions relevant to condensed-matter physics.

Key Metrics
System dimensions
2D, 3D, infinite
Classical baselines
Matrix product states, neural-network states
Agreement target
Schrödinger equation solutions
Claim
Beyond-classical simulation of quench dynamics
Why It Matters

Shifts the D-Wave story from combinatorial optimization to physics-simulation advantage, a domain where classical tensor-network methods had previously been considered competitive.

Hardware

D-Wave Advantage2 superconducting quantum annealer

Framework

D-Wave Ocean SDK