Cover Image

Quantum machine learning for the quantum lattice Boltzmann method: Trainability of variational quantum circuits for the nonlinear collision operator across multiple time steps

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zamora, Antonio David Bastida, Budinski, Ljubomir, Sagaut, Pierre, Lahtinen, Valtteri
Format:	Preprint
Published:	2026
Subjects:	Quantum Physics Fluid Dynamics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Quantum lattice Boltzmann method for several time steps: A local Carleman linearization algorithm
by: Zamora, Antonio David Bastida, et al.
Published: (2025)

Float Lattice Gas Automata: A connection between Molecular Dynamics and Lattice Boltzmann Method for quantum computers
by: Zamora, Antonio David Bastida, et al.
Published: (2025)

Adaptive Lattice Gas Algorithm: Classical and Quantum implementations
by: Fonio, Niccolò, et al.
Published: (2025)

Quantum algorithm for the lattice Boltzmann method with applications on real quantum devices
by: Bastida-Zamora, Antonio, et al.
Published: (2026)

Utilizing classical programming principles in the Intel Quantum SDK: implementation of quantum lattice Boltzmann method
by: Shinde, Tejas, et al.
Published: (2024)

Efficient Quantum Lattice Gas Automata
by: Zamora, Antonio David Bastida, et al.
Published: (2024)

Quantum collision circuit, quantum invariants and quantum phase estimation procedure for fluid dynamic lattice gas automata
by: Fonio, Niccolo, et al.
Published: (2023)

Quantum Orthogonal Separable Physics-Informed Neural Networks
by: Zanotta, Pietro, et al.
Published: (2025)

A multiple-circuit approach to quantum resource reduction with application to the quantum lattice Boltzmann method
by: Lee, Melody, et al.
Published: (2024)

Decomposing the collision operator in the lattice Boltzmann method
by: Weinmiller, Julius, et al.
Published: (2024)

Fully quantum algorithm for lattice Boltzmann methods with application to partial differential equations
by: Kocherla, Sriharsha, et al.
Published: (2023)

Quantum lattice Boltzmann method for simulating nonlinear fluid dynamics
by: Wang, Boyuan, et al.
Published: (2025)

On the consistency of pseudo-potential lattice Boltzmann methods
by: Czelusniak, Luiz Eduardo, et al.
Published: (2025)

Lattice Boltzmann-Carleman quantum algorithm and circuit for fluid flows at moderate Reynolds number
by: Sanavio, Claudio, et al.
Published: (2023)

Local mesh refinement sensor for the lattice Boltzmann method
by: Thorimbert, Yann, et al.
Published: (2015)

Simulating non-trivial incompressible flows with a quantum lattice Boltzmann algorithm
by: Jennings, David, et al.
Published: (2025)

Consistent multiple-relaxation-time lattice Boltzmann method for the volume averaged Navier-Stokes equations
by: Liu, Yang, et al.
Published: (2024)

Phase-field based lattice Boltzmann method for containerless freezing
by: Huang, Jiangxu, et al.
Published: (2024)

A fluctuating lattice Boltzmann method for viscoelastic fluid flows
by: Wang, Juanyong, et al.
Published: (2025)

Constructing the body source for high-order lattice Boltzmann method
by: Li, Shunyang, et al.
Published: (2024)

Entropic lattice Boltzmann method for general anisotropic advection--diffusion
by: Feng, Jingsen, et al.
Published: (2026)

Revisit the simplified lattice Boltzmann method: dissipation, dispersion and stability
by: He, Zhengwei, et al.
Published: (2026)

IGA-LBM: Isogeometric lattice Boltzmann method
by: Ji, Ye, et al.
Published: (2025)

Recursive regularised lattice Boltzmann method for magnetohydrodynamics
by: De Rosis, Alessandro
Published: (2026)

A difference-free conservative phase-field lattice Boltzmann method
by: Zhao, Chunheng, et al.
Published: (2024)

Immersed boundary - lattice Boltzmann method for wetting problems
by: Bellantoni, Elisa, et al.
Published: (2025)

Droplet dynamics in homogeneous isotropic turbulence with the immersed boundary-lattice Boltzmann method
by: Taglienti, Diego, et al.
Published: (2024)

Modelling anisotropic Cahn-Hilliard equation with the lattice Boltzmann method
by: Liu, Xinyue, et al.
Published: (2025)

Dimensional lattice Boltzmann method for transport phenomena simulation without conversion to lattice units
by: Martins, Ivan Talão, et al.
Published: (2023)

Implementation of spectral methods on Ising machines: toward flow simulations on quantum annealer
by: Takagi, Kenichiro, et al.
Published: (2024)

Probing double distribution function models in the lattice Boltzmann method for highly compressible flows
by: Hosseini, S. A., et al.
Published: (2024)

Lagrangian entropic lattice Boltzmann method for Courant-free supersonic compressible flow simulation
by: Noh, Woohyuk, et al.
Published: (2025)

On the hydrodynamic behaviour of the immersed boundary -- lattice Boltzmann method for wetting problems
by: Bellantoni, Elisa, et al.
Published: (2026)

A second-order volumetric boundary treatment for the lattice Boltzmann method
by: Hoefnagel, Kaj, et al.
Published: (2025)

A fully-integrated lattice Boltzmann method for fluid-structure interaction
by: Sun, Yue, et al.
Published: (2024)

An improved lattice Boltzmann method with a novel conservative boundary scheme for viscoelastic fluid flows
by: Yu, Yuan, et al.
Published: (2025)

Phase-field-based lattice Boltzmann method for the transport of insoluble surfactant in two-phase flows
by: Zhan, Chengjie, et al.
Published: (2024)

A thermodynamically consistent phase-field lattice Boltzmann method for two-phase electrohydrodynamic flows
by: Xiong, Fang, et al.
Published: (2024)

Intermittency of a transitional airfoil flow with laminar separation bubble solved by the lattice-Boltzmann method
by: Ribeiro, Bernardo Luiz, et al.
Published: (2024)

Simulating dynamics of ellipsoidal particles using lattice Boltzmann method
by: Thampi, Sumesh P, et al.
Published: (2024)