3 citations · 4 across the 7 of their papers we have counts for
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Towards Quantum Machine Learning of Lattice Boltzmann Collision Operators for Fluid Dynamic Simulations
Wael Itani, Katepalli R. Sreenivasan
We attempt the use of a unitary operator to approximate the lattice Boltzmann collision operator. We use a modified amplitude encoding to bypass the renormalization that would have…
Quantum Algorithm for Lattice Boltzmann (QALB) Simulation of Incompressible Fluids with a Nonlinear Collision Term
Wael Itani, Katepalli R. Sreenivasan, Sauro Succi
We propose a quantum algorithm for solving physical problems represented by the lattice Boltzmann formulation. Specifically, we deal with the case of a single phase, incompressible…
Ensemble Fluid Simulations on Quantum Computers
Sauro Succi, Wael Itani, Katepalli R. Sreenivasan +1
We discuss the viability of ensemble simulations of fluid flows on quantum computers. The basic idea is to formulate a functional Liouville equation for the probability distributio…