no code implementations • 21 Mar 2023 • Amer Delilbasic, Bertrand Le Saux, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro
Several versions of the quantum SVM have been proposed, and quantum annealing has been shown to be effective in them.
1 code implementation • 26 Jan 2021 • Carlos D. Gonzalez Calaza, Dennis Willsch, Kristel Michielsen
We benchmark the 5000+ qubit system Advantage coupled with the Hybrid Solver Service 2 released by D-Wave Systems Inc. in September 2020 by using a new class of optimization problems called garden optimization problems known in companion planting.
Quantum Physics Computational Physics
1 code implementation • 9 Oct 2020 • Fengping Jin, Dennis Willsch, Madita Willsch, Hannes Lagemann, Kristel Michielsen, Hans De Raedt
We review and extend, in a self-contained way, the mathematical foundations of numerical simulation methods that are based on the use of random states.
Quantum Physics Computational Physics
1 code implementation • 7 May 2020 • Madita Willsch, Dennis Willsch, Kristel Michielsen, Hans De Raedt
We use discrete-event simulation on a digital computer to study two different models of experimentally realizable quantum walks.
Quantum Physics Computational Physics
1 code implementation • 14 Jun 2019 • Dennis Willsch, Madita Willsch, Hans De Raedt, Kristel Michielsen
Kernel-based support vector machines (SVMs) are supervised machine learning algorithms for classification and regression problems.
no code implementations • 14 Jun 2017 • Kristel Michielsen, Madita Nocon, Dennis Willsch, Fengping Jin, Thomas Lippert, Hans De Raedt
We illustrate the procedure by presenting benchmark results for the IBM Quantum Experience, a cloud-based platform for gate-based quantum computing.
Quantum Physics Computational Physics