output
20132026
most citedA Hybrid Solution Method for the Capacitated Vehicle Routing Problem Using a Quantum Annealer

191 citations

Showing 2024Show all

9 papers · 1 filter

cs.HC2024★ 25 cited

The influence of persona and conversational task on social interactions with a LLM-controlled embodied conversational agent

Leon O. H. Kroczek, Alexander May, Selina Hettenkofer +3

Large Language Models (LLMs) have demonstrated remarkable capabilities in conversational tasks. Embodying an LLM as a virtual human allows users to engage in face-to-face social in…

quant-ph2024★ 1 cited

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…

quant-ph2024★ 10 cited

Approximating under the Influence of Quantum Noise and Compute Power

Simon Thelen, Hila Safi, Wolfgang Mauerer

The quantum approximate optimisation algorithm (QAOA) is at the core of many scenarios that aim to combine the power of quantum computers and classical high-performance computing a…

quant-ph2024★ 3 cited

Out of the Loop: Structural Approximation of Optimisation Landscapes and non-Iterative Quantum Optimisation

Tom Krüger, Wolfgang Mauerer

The Quantum Approximate Optimisation Algorithm (QAOA) is a widely studied quantum-classical iterative heuristic for combinatorial optimisation. While QAOA targets problems in compl…

quant-ph2024★ 11 cited

Polynomial Reduction Methods and their Impact on QAOA Circuits

Lukas Schmidbauer, Karen Wintersperger, Elisabeth Lobe +1

Abstraction layers are of paramount importance in software architecture, as they shield the higher-level formulation of payload computations from lower-level details. Since quantum…

math.AP2024

Analysis and Simulation of a Fluid-Heat System in a Thin, Rough Layer in Contact With a Solid Bulk Domain

Tom Freudenberg, Michael Eden

We investigate the effective coupling between heat and fluid dynamics within a thin fluid layer in contact with a solid structure via a rough surface. Moreover, the opposing vertic…

quant-ph2024★ 8 cited

Hype or Heuristic? Quantum Reinforcement Learning for Join Order Optimisation

Maja Franz, Tobias Winker, Sven Groppe +1

Identifying optimal join orders (JOs) stands out as a key challenge in database research and engineering. Owing to the large search space, established classical methods rely on app…

quant-ph2024★ 10 cited

Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule

Maniraman Periyasamy, Axel Plinge, Christopher Mutschler +2

The study of variational quantum algorithms (VQCs) has received significant attention from the quantum computing community in recent years. These hybrid algorithms, utilizing both…

quant-ph2024★ 4 cited

QCEDA: Using Quantum Computers for EDA

Matthias Jung, Sven O. Krumke, Christof Schroth +2

The field of Electronic Design Automation (EDA) is crucial for microelectronics, but the increasing complexity of Integrated Circuits (ICs) poses challenges for conventional EDA: C…