On quantum algorithms for the Schrödinger equation in the semi-classical regime

preprint2022arXivOpen access

Abstract

Solving the time-dependent Schrödinger equation is an important application area for quantum algorithms. We consider Schrödinger's equation in the semi-classical regime. Here the solutions exhibit strong multiple-scale behavior due to a small parameter ℏ\hbar, in the sense that the dynamics of the quantum states and the induced observables can occur on different spatial and temporal scales. Such a Schrödinger equation finds many applications, including in Born-Oppenheimer molecular dynamics and Ehrenfest dynamics. This paper considers quantum analogues of pseudo-spectral (PS) methods on classical computers. Estimates on the gate counts in terms of ℏ\hbar and the precision ε\varepsilon are obtained. It is found that the number of required qubits, mm, scales only logarithmically with respect to ℏ\hbar. When the solution has bounded derivatives up to order ℓ\ell, the symmetric Trotting method has gate complexity O((εℏ)−12polylog(ε−32ℓℏ−1−12ℓ)),\mathcal{O}\Big({ (\varepsilon \hbar)^{-\frac12} \mathrm{polylog}(\varepsilon^{-\frac{3}{2\ell}} \hbar^{-1-\frac{1}{2\ell}})}\Big), provided that the diagonal unitary operators in the pseudo-spectral methods can be implemented with poly(m)\mathrm{poly}(m) operations. When physical observables are the desired outcomes, however, the step size in the time integration can be chosen independently of ℏ\hbar. The gate complexity in this case is reduced to O(ε−12polylog(ε−32ℓℏ−1)),\mathcal{O}\Big({\varepsilon^{-\frac12} \mathrm{polylog}( \varepsilon^{-\frac3{2\ell}} \hbar^{-1} )}\Big), with ℓ\ell again indicating the smoothness of the solution.

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