A Quantum-Classical Surrogate Model for the Collision Operator of the Lattice Boltzmann Method

Lukas C. Birk, David M. Wawrzyniak, Josef M. Winter +4

We introduce a hybrid approach utilising a quantum machine learning surrogate model to approximate the non-linear collision dynamics of the LBM. It effectively offloads the non-uni…