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automated code generation 1conservation laws 1hyperbolic PDEs 1lattice boltzmann methods 1numerical simulation 1

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cs.MS2026

Automated Derivation of Lattice Boltzmann Methods for Systems of Conservation Laws

Adrian Kummerländer, Fedor Bukreev, Mathias J. Krause

The paper introduces an automated framework that derives lattice Boltzmann methods directly from systems of conservation laws, using a symbolic compiler to generate the necessary e…