activity
20182024
most citedSupport vector machines on the D-Wave quantum annealer

186 citations · 784 across the 22 of their papers we have counts for

collaborators

21 papers

quant-ph2024★ 5 cited

Can foreign exchange rates violate Bell inequalities?

Hans De Raedt, Mikhail I. Katsnelson, Manpreet S. Jattana +5

The analysis of empirical data through model-free inequalities leads to the conclusion that violations of Bell-type inequalities by empirical data cannot have any significance unle…

quant-ph2024★ 16 cited

Stirring the false vacuum via interacting quantized bubbles on a 5564-qubit quantum annealer

Jaka Vodeb, Jean-Yves Desaules, Andrew Hallam +7

False vacuum decay is a potential mechanism governing the evolution of the early Universe, with profound connections to non-equilibrium quantum physics, including quenched dynamics…

quant-ph2023★ 31 cited

Large-Scale Simulation of Shor's Quantum Factoring Algorithm

Dennis Willsch, Madita Willsch, Fengping Jin +2

Shor's factoring algorithm is one of the most anticipated applications of quantum computing. However, the limited capabilities of today's quantum computers only permit a study of S…

quant-ph2023★ 12 cited

Einstein-Podolsky-Rosen-Bohm experiments: a discrete data driven approach

Hans De Raedt, Mikhail I. Katsnelson, Manpreet S. Jattana +5

We take the point of view that building a one-way bridge from experimental data to mathematical models instead of the other way around avoids running into controversies resulting f…

quant-ph2023★ 1 cited

Model-free inequality for data of Einstein-Podolsky-Rosen-Bohm experiments

Hans De Raedt, Mikhail I. Katsnelson, Manpreet S. Jattana +5

We present a new inequality constraining correlations obtained when performing Einstein-Podolsky-Rosen-Bohm experiments. The proof does not rely on mathematical models that are ima…

quant-ph2023★ 70 cited

Observation of Josephson Harmonics in Tunnel Junctions

Dennis Willsch, Dennis Rieger, Patrick Winkel +27

Approaches to developing large-scale superconducting quantum processors must cope with the numerous microscopic degrees of freedom that are ubiquitous in solid-state devices. State…

quant-ph2022★ 3 cited

On the fragility of gate-error metrics in simulation models of flux-tunable transmon quantum computers

Hannes Lagemann, Dennis Willsch, Madita Willsch +3

Constructing a quantum computer requires immensely precise control over a quantum system. A lack of precision is often quantified by gate-error metrics, such as the average infidel…

quant-ph2022★ 1 cited

Hybrid Quantum Classical Simulations

Dennis Willsch, Manpreet Jattana, Madita Willsch +4

We report on two major hybrid applications of quantum computing, namely, the quantum approximate optimisation algorithm (QAOA) and the variational quantum eigensolver (VQE). Both a…

quant-ph2022★ 1 cited

Lecture Notes: Programming Quantum Computers

Madita Willsch, Dennis Willsch, Kristel Michielsen

Quantum computing is a new emerging computer technology. Current quantum computing devices are at a development stage where they are gradually becoming suitable for small real-worl…

quant-ph2021★ 121 cited

Benchmarking Advantage and D-Wave 2000Q quantum annealers with exact cover problems

Dennis Willsch, Madita Willsch, Carlos D. Gonzalez Calaza +4

We benchmark the quantum processing units of the largest quantum annealers to date, the 5000+ qubit quantum annealer Advantage and its 2000+ qubit predecessor D-Wave 2000Q, using t…

quant-ph2021★ 38 cited

GPU-accelerated simulations of quantum annealing and the quantum approximate optimization algorithm

Dennis Willsch, Madita Willsch, Fengping Jin +2

We study large-scale applications using a GPU-accelerated version of the massively parallel Jülich universal quantum computer simulator (JUQCS--G). First, we benchmark JUWELS Boost…

quant-ph2020★ 49 cited

Random State Technology

Fengping Jin, Dennis Willsch, Madita Willsch +3

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. The power and versatility of…

quant-ph2020★ 43 cited

Quantum non-demolition dispersive readout of a superconducting artificial atom using large photon numbers

Daria Gusenkova, Martin Spiecker, Richard Gebauer +13

Reading out the state of superconducting artificial atoms typically relies on dispersive coupling to a readout resonator. For a given system noise temperature, increasing the circu…

quant-ph2020

Long-Time Correlations in Single-Neutron Interferometry Data

M. Willsch, D. Willsch, K. Michielsen +5

We present a detailed analysis of the time series of time-stamped neutron counts obtained by single-neutron interferometry. The neutron counting statistics display the usual Poisso…

quant-ph2020★ 12 cited

Discrete-event simulation of an extended Einstein-Podolsky-Rosen-Bohm experiment

Hans De Raedt, Manpreet Singh Jattana, Dennis Willsch +3

We use discrete-event simulation to construct a subquantum model that can reproduce the quantum-theoretical prediction for the statistics of data produced by the Einstein-Podolsky-…

quant-ph2020★ 4 cited

Discrete-event simulation of quantum walks

Madita Willsch, Dennis Willsch, Kristel Michielsen +1

We use discrete-event simulation on a digital computer to study two different models of experimentally realizable quantum walks. The simulation models comply with Einstein locality…

quant-ph2019

Benchmarking Supercomputers with the Jülich Universal Quantum Computer Simulator

Dennis Willsch, Hannes Lagemann, Madita Willsch +3

We use a massively parallel simulator of a universal quantum computer to benchmark some of the most powerful supercomputers in the world. We find nearly ideal scaling behavior on t…

quant-ph2019★ 124 cited

Benchmarking the Quantum Approximate Optimization Algorithm

Madita Willsch, Dennis Willsch, Fengping Jin +2

The performance of the quantum approximate optimization algorithm is evaluated by using three different measures: the probability of finding the ground state, the energy expectatio…

quant-ph2019★ 11 cited

Real-time simulation of flux qubits used for quantum annealing

Madita Willsch, Dennis Willsch, Fengping Jin +2

The real-time flux dynamics of up to three superconducting quantum interference devices (SQUIDs) are studied by numerically solving the time-dependent Schrödinger equation. The num…

cs.LG2019★ 186 cited

Support vector machines on the D-Wave quantum annealer

Dennis Willsch, Madita Willsch, Hans De Raedt +1

Kernel-based support vector machines (SVMs) are supervised machine learning algorithms for classification and regression problems. We introduce a method to train SVMs on a D-Wave 2…

quant-ph2018★ 28 cited

Testing quantum fault tolerance on small systems

D. Willsch, M. Willsch, F. Jin +2

We extensively test a recent protocol to demonstrate quantum fault tolerance on three systems: (1) a real-time simulation of five spin qubits coupled to an environment with two-lev…