1 citations · 2 across the 3 of their papers we have counts for
4 papers
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…
Dynamic Circuits for the Quantum Lattice-Boltzmann Method
David Wawrzyniak, Josef Winter, Steffen Schmidt +4
We propose a quantum algorithm for the linear advection-diffusion equation (ADE) Lattice-Boltzmann method (LBM) that leverages dynamic circuits. Dynamic quantum circuits allow for…
Unitary Quantum Algorithm for the Lattice-Boltzmann Method
David Wawrzyniak, Josef Winter, Steffen Schmidt +4
We present a quantum algorithm for computational fluid dynamics based on the Lattice-Boltzmann method. Our approach involves a novel encoding strategy and a modified collision oper…
On-the-fly algorithm for Dynamic Mode Decomposition using Incremental Singular Value Decomposition and Total Least Squares
Daiki Matsumoto, Thomas Indinger
Dynamic Mode Decomposition (DMD) is a useful tool to effectively extract the dominant dynamic flow structure from a unsteady flow field. However, DMD requires massive computational…