3 papers
quant-ph2025
Mitigating Exponential Mixed Frequency Growth through Frequency Selection
Michael Poppel, David Bucher, Maximilian Zorn +4
Angle encoding has emerged as a popular feature map for embedding classical data into quantum models, naturally generating truncated Fourier series with universal function approxim…
cs.ET2025
Quantum Annealing Hyperparameter Analysis for Optimal Sensor Placement in Production Environments
Nico Kraus, Marvin Erdmann, Alexander Kuzmany +2
To increase efficiency in automotive manufacturing, newly produced vehicles can move autonomously from the production line to the distribution area. This requires an optimal placem…
quant-ph2024
Towards Robust Benchmarking of Quantum Optimization Algorithms
David Bucher, Nico Kraus, Jonas Blenninger +3
Benchmarking the performance of quantum optimization algorithms is crucial for identifying utility for industry-relevant use cases. Benchmarking processes vary between optimization…