Understanding the physics of D-Wave annealers: From Schrödinger to Lindblad to Markovian Dynamics

Quantum Computing Category: Emulation
Scientific Domain: Quantum Computing / Quantum Device Modelling

Figure 3a of the publication: D-Wave data for the ferromagnetic spin chain of length N = 10, . . . , 1000. Absolute value of the average energy 〈E (ta )〉 as a function of annealing time ta obtained using the standard annealing protocol (markers) and fast annealing protocol (adjacent lines).

This study examines how well the sampling behaviour of D-Wave quantum annealers can be reproduced with numerical models. Experimental results from standard and fast annealing protocols are compared with Bloch-equation simulations for single-qubit problems and with Lindblad and Markovian master equations for two-qubit systems. The comparison investigates the role of thermal and quantum effects in the observed device behaviour and helps clarify which aspects of current annealers require a quantum-mechanical description and which can be captured by simpler dynamical models.

Publication:
Mehta, V., De Raedt, H., Michielsen, K., Jin, F. Understanding the physics of D-Wave annealers: From Schrödinger to Lindblad to Markovian dynamics. Phys. Rev. A 112, 032616. https://doi.org/10.1103/3yk8-qn64

Last Modified: 27.08.2026