6 papers
A Triple-Hybrid Quantum Support Vector Machine Using Classical, Quantum Gate-based and Quantum Annealing-based Computing
Juan C. Boschero, Ward van der Schoot, Niels M. P. Neumann
Quantum machine learning is one of the fields where quantum computers are expected to bring advantages over classical methods. However, the limited size of current computers restri…
Solving Markov Chains with Analog Quantum Computing: The Fine Print
Ward van der Schoot, Niels M. P. Neumann
With a growing interest in quantum computing, the number of proposed quantum algorithms grows as well. The practical applicability of these algorithms differs: Some can be applied…
Non-Local Phase Estimation with a Rydberg-Superconducting Qubit Hybrid
Juan C. Boschero, Niels M. P. Neumann, Ward van der Schoot +1
Distributed quantum computing (DQC) is crucial for high-volume quantum processing in the NISQ era. Many different technologies are utilized to implement a quantum computer, each wi…
Systematic benchmarking of quantum computers: status and recommendations
Jeanette Miriam Lorenz, Thomas Monz, Jens Eisert +11
Architectures for quantum computing can only be scaled up when they are accompanied by suitable benchmarking techniques. The document provides a comprehensive overview of the state…
Distributed Quantum Computing: Applications and Challenges
Juan C. Boschero, Niels M. P. Neumann, Ward van der Schoot +2
Quantum computing is presently undergoing rapid development to achieve a significant speedup promised in certain applications. Nonetheless, scaling quantum computers remains a form…
Extending the Q-score to an Application-level Quantum Metric Framework
Ward van der Schoot, Robert Wezeman, Niels M. P. Neumann +2
Evaluating the performance of quantum devices is an important step towards scaling quantum devices and eventually using them in practice. The great number of available quantum metr…