113 citations · 180 across the 20 of their papers we have counts for
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Know Your Qubits, Know Your Users: Personas for Quantum Software
Lukas Schmidbauer, Joshua Ammermann, Laura Schulz +5
The advancement of quantum hardware and the intricacies of quantum computing make well-designed quantum software increasingly necessary. Due to the interdisciplinarity of the field…
Generative AI Beyond Tokens: Quantum Resource Consumption of IQP Circuits
Tom Krüger, Wolfgang Mauerer
Quantum generative modelling casts sampling as a generative task: a parametrised quantum circuit is trained such that sampling reproduces a target probability distribution. Instant…
A Reality Check on Quantum Optimisation: Evidence from an Industrial Case Study
Hila Safi, Karen Wintersperger, Oliver von Sicard +2
Quantum Processing Units promise speed-ups for selected computational problems, including combinatorial optimisation, but their industrial utility remains an open challenge. We stu…
Beyond Gates: Pulse Level Quantum Fourier Models
Melvin Strobl, Maja Franz, Lukas Scheller +3
In the domain of variational quantum algorithms, quantum Fourier models (QFMs) provide a mathematically well defined structure for quantum machine learning (QML). There has been a…