Quantum algorithm for the lattice Boltzmann method with applications on real quantum devices
Antonio Bastida-Zamora, Ljubomir Budinski, Oskari Kerppo, Valtteri Lahtinen, Ossi Niemim\"aki, William Steadman, Roberto Zamora-Zamora, Pierre Sagaut, Vladyslav Bohun, Maciej Koch-Janusz, Illia Lukin

TL;DR
This paper presents a new quantum algorithm for the lattice Boltzmann method that offers greater flexibility and efficiency, demonstrated through applications in linear acoustics and nonlinear fluid dynamics on real quantum hardware.
Contribution
A novel quantum algorithm for the lattice Boltzmann method that improves flexibility and efficiency, enabling practical applications on current quantum devices.
Findings
Successful implementation of linear acoustics simulation on IBM QPU
Demonstrated nonlinear Navier-Stokes problem solution in hybrid quantum-classical loop
Algorithm maintains computational efficiency with reduced qubit and gate complexity
Abstract
We introduce a novel quantum algorithm for the lattice Boltzmann method (LBM) based on the one-step simplified LBM. The structure of the algorithm allows for more flexibility in modelling different physics in contrast to earlier quantum algorithms for the LBM, while retaining computational efficiency in terms of the gate and qubit complexity. The new algorithm has potential for full end-to-end quantum utility especially for linear problems. We discuss the implementation of examples in linear acoustics, as well as a nonlinear Navier-Stokes problem that was solved on an IBM QPU in a hybrid simulation loop.
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Taxonomy
TopicsLattice Boltzmann Simulation Studies · Generative Adversarial Networks and Image Synthesis · Advanced Numerical Methods in Computational Mathematics
