1. Quantum Algorithm for the Advection-Diffusion Equation with Optimal Success Probability
- Author
-
Over, Paul, Bengoechea, Sergio, Brearley, Peter, Laizet, Sylvain, and Rung, Thomas
- Subjects
Quantum Physics ,Physics - Fluid Dynamics - Abstract
A quantum algorithm for simulating multidimensional scalar transport problems using a time-marching strategy is presented. After discretization, the explicit time-marching operator is separated into an advection-like component and a corrective shift operator. The advection-like component is mapped to a Hamiltonian simulation problem and is combined with the shift operator through the linear combination of unitaries algorithm. The result is an unscaled block encoding of the time-marching operator with an optimal success probability without the need for amplitude amplification, thereby retaining a linear dependence on the simulation time. State-vector simulations of a scalar transported in a steady two-dimensional Taylor-Green vortex support the theoretical findings.
- Published
- 2024