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This article presents a novel encoding for quantum Lattice Boltzmann method algorithm using Carleman linearization. In contrast to previous articles \cite{Sanavio2024LatticeBC,sanavio2025carleman}, the encoding used allows for local collision rules while keeping a higher probability to obtain the right result, which is of the order of . The algorithm scales as each time step with the number of lattice sites of the 2D lattice and the number of channels with a constant number of qubits when using dynamical circuits.

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