This repository contains code to implement the classical (construction of the Hermitian form of the Fokker-Planck operator matrix) and quantum (QPE + VQSVD) subroutines for the paper Steady-State Statistics of Classical Nonlinear Dynamical Systems from Noisy Intermediate-Scale Quantum Devices.
Authors: Y. M. Lokare, D. Wei, L. Chan, B. M. Rubenstein, and J. B. Marston.
The following versions of Qiskit software are needed to run numerical simulations:
- qiskit-terra: 0.24.0
- qiskit-aer: 0.12.0
- qiskit-ibmq-provider: 0.20.2
- qiskit: 0.43.0
Version of Paddle Quantum required to run numerical simulations: 2.4.0; refer PaddleQuantum for more details.
We use the poetry package management system to manage all package dependencies.
Note: The DD analysis and/or results contained in this repository are irrelevant for the present study.