Search Results for author: Kristel Michielsen

Found 6 papers, 4 papers with code

Garden optimization problems for benchmarking quantum annealers

1 code implementation26 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

Random State Technology

1 code implementation9 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

Discrete-event simulation of quantum walks

1 code implementation7 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

Support vector machines on the D-Wave quantum annealer

1 code implementation14 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.

General Classification

Benchmarking gate-based quantum computers

no code implementations14 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

Cannot find the paper you are looking for? You can Submit a new open access paper.