95 citations · 452 across the 17 of their papers we have counts for
17 papers
Pauli Cloners for Pauli Channels
S. F. Kerstan, M. Gallezot, T. Decker +2
We present a quantum circuit architecture for the one-to-two cloning of -qubit registers. It implements the broad class of Pauli cloners by extending the Niu--Griffiths architec…
QKD as a Quantum Machine Learning task
T. Decker, M. Gallezot, S. F. Kerstan +3
We propose considering Quantum Key Distribution (QKD) protocols as a use case for Quantum Machine Learning (QML) algorithms. We define and investigate the QML task of optimizing ea…
Quantum amplitude estimation with error mitigation for time-evolving probabilistic networks
M. C. Braun, T. Decker, N. Hegemann +3
We present a method to model a discretized time evolution of probabilistic networks on gate-based quantum computers. We consider networks of nodes, where each node can be in one of…
Towards optimization under uncertainty for fundamental models in energy markets using quantum computers
M. C. Braun, T. Decker, N. Hegemann +2
We present a method to formulate the unit commitment problem in energy production as quadratic unconstrained binary optimization (QUBO) problem, which can be solved by classical al…
Error Resilient Quantum Amplitude Estimation from Parallel Quantum Phase Estimation
M. C. Braun, T. Decker, N. Hegemann +1
We show how phase and amplitude estimation algorithms can be parallelized. This can reduce the gate depth of the quantum circuits to that of a single Grover operator with a small o…
A Quantum Algorithm for the Sensitivity Analysis of Business Risks
M. C. Braun, T. Decker, N. Hegemann +2
We present a novel use case for quantum computation: the sensitivity analysis for a risk model used at Deutsche Börse Group. Such an analysis is computationally too expensive to pe…