From the 2 of 12 linked papers with an AI index.
12 papers
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
The paper investigates how Instantaneous Quantum Polynomial-time (IQP) circuits consume the quantum resource of magic when used for generative modeling, proposing a Jensen‑Shannon…
A Reality Check on Quantum Optimisation: Evidence from an Industrial Case Study
Hila Safi, Karen Wintersperger, Oliver von Sicard +2
The paper evaluates quantum, quantum-inspired, and classical methods for solving an industrial job‑shop scheduling problem, comparing IBM Quantum, D‑Wave, and Fujitsu Digital Annea…
Geometric and Resource-Theoretic Characterisation of Non-Stabiliserness in Quantum Algorithms
Tom Krüger, Wolfgang Mauerer
While there is strong evidence for advantages of quantum over classical computation, the repertoire of computational primitives with proven or conjectured quantum advantage remains…
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…
It's Quick to be Square: Fast Quadratisation for Quantum Toolchains
Lukas Schmidbauer, Elisabeth Lobe, Ina Schaefer +1
Many of the envisioned use-cases for quantum computers involve optimisation processes. While there are many algorithmic primitives to perform the required calculations, all eventua…