Begušić Tomislav, Gray Johnnie, Chan Garnet Kin-Lic
Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA.
Sci Adv. 2024 Jan 19;10(3):eadk4321. doi: 10.1126/sciadv.adk4321. Epub 2024 Jan 17.
A recent quantum simulation of observables of the kicked Ising model on 127 qubits implemented circuits that exceed the capabilities of exact classical simulation. We show that several approximate classical methods, based on sparse Pauli dynamics and tensor network algorithms, can simulate these observables orders of magnitude faster than the quantum experiment and can also be systematically converged beyond the experimental accuracy. Our most accurate technique combines a mixed Schrödinger and Heisenberg tensor network representation with the Bethe free entropy relation of belief propagation to compute expectation values with an effective wave function-operator sandwich bond dimension >16,000,000, achieving an absolute accuracy, without extrapolation, in the observables of <0.01, which is converged for many practical purposes. We thereby identify inaccuracies in the experimental extrapolations and suggest how future experiments can be implemented to increase the classical hardness.
最近,在127个量子比特上对受驱伊辛模型的可观测量进行的量子模拟实现了超越精确经典模拟能力的电路。我们表明,基于稀疏泡利动力学和张量网络算法的几种近似经典方法,可以比量子实验快几个数量级来模拟这些可观测量,并且还可以系统地收敛到超出实验精度的程度。我们最精确的技术将薛定谔和海森堡混合张量网络表示与信念传播的贝叶斯自由熵关系相结合,以计算有效波函数 - 算符三明治键维度大于16000000时的期望值,在没有外推的情况下,可观测量的绝对精度达到<0.01,对于许多实际目的来说已经收敛。我们由此识别出实验外推中的不准确之处,并提出如何实施未来的实验以增加经典计算的难度。