191 citations · 404 across the 40 of their papers we have counts for
7 papers · 1 filter
NISQ-ready community detection based on separation-node identification
Jonas Stein, Dominik Ott, Jonas Nüßlein +3
The analysis of network structure is essential to many scientific areas, ranging from biology to sociology. As the computational task of clustering these networks into partitions,…
Interaction graph-based characterization of quantum benchmarks for improving quantum circuit mapping techniques
Medina Bandić, Carmen G. Almudever, Sebastian Feld
To execute quantum circuits on a quantum processor, they must be modified to meet the physical constraints of the quantum device. This process, called quantum circuit mapping, resu…
Characterizing Qubit Traffic of a Quantum Intranet aiming at Modular Quantum Computers
Santiago Rodrigo, Domenico Spanò, Medina Bandic +6
Quantum many-core processors are envisioned as the ultimate solution for the scalability of quantum computers. Based upon Noisy Intermediate-Scale Quantum (NISQ) chips interconnect…
Black Box Optimization Using QUBO and the Cross Entropy Method
Jonas Nüßlein, Christoph Roch, Thomas Gabor +3
Black-box optimization (BBO) can be used to optimize functions whose analytic form is unknown. A common approach to realising BBO is to learn a surrogate model which approximates t…
Algorithmic QUBO Formulations for k-SAT and Hamiltonian Cycles
Jonas Nüßlein, Thomas Gabor, Claudia Linnhoff-Popien +1
Quadratic unconstrained binary optimization (QUBO) can be seen as a generic language for optimization problems. QUBOs attract particular attention since they can be solved with qua…
How to Approximate any Objective Function via Quadratic Unconstrained Binary Optimization
Thomas Gabor, Marian Lingsch Rosenfeld, Sebastian Feld +1
Quadratic unconstrained binary optimization (QUBO) has become the standard format for optimization using quantum computers, i.e., for both the quantum approximate optimization algo…
Full-stack quantum computing systems in the NISQ era: algorithm-driven and hardware-aware compilation techniques
Medina Bandic, Sebastian Feld, Carmen G. Almudever
The progress in developing quantum hardware with functional quantum processors integrating tens of noisy qubits, together with the availability of near-term quantum algorithms has…