Verification of quantum circuits

R Wille, L Burgholzer - Handbook of Computer Architecture, 2024 - Springer
We are at the dawn of a new “computing age” in which quantum computers will find their
way into practical applications. Although quantum computers work differently than classical …

QuantumEyes: Towards Better Interpretability of Quantum Circuits

S Ruan, Q Guan, P Griffin, Y Mao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Quantum computing offers significant speedup compared to classical computing, which has
led to a growing interest among users in learning and applying quantum computing across …

Automated reasoning in quantum circuit compilation

D Thanos, A Villoria, S Brand, AJ Quist, J Mei… - … Symposium on Model …, 2024 - Springer
Automated reasoning techniques have been proven of immense importance in classical
applications like formal verification, circuit design and probabilistic inference. The domain of …

Hybrid Schrödinger-Feynman simulation of quantum circuits with decision diagrams

L Burgholzer, H Bauer, R Wille - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Classical simulations of quantum computations are vital for the future development of this
emerging technology. To this end, decision diagrams have been proposed as a …

Decision diagrams for quantum computing

R Wille, S Hillmich, L Burgholzer - Design Automation of Quantum …, 2022 - Springer
Quantum computing promises to solve some important problems faster than conventional
computations ever could. Currently available NISQ devices on which first practical …

Equivalence checking paradigms in quantum circuit design: A case study

T Peham, L Burgholzer, R Wille - Proceedings of the 59th ACM/IEEE …, 2022 - dl.acm.org
As state-of-the-art quantum computers are capable of running increasingly complex
algorithms, the need for automated methods to design and test potential applications rises …

Simulation paths for quantum circuit simulation with decision diagrams what to learn from tensor networks, and what not

L Burgholzer, A Ploier, R Wille - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Simulating quantum circuits on classical computers is a notoriously hard, yet increasingly
important task for the development and testing of quantum algorithms. In order to alleviate …

VIOLET: Visual Analytics for Explainable Quantum Neural Networks

S Ruan, Z Liang, Q Guan, P Griffin… - … on Visualization and …, 2024 - ieeexplore.ieee.org
With the rapid development of Quantum Machine Learning, quantum neural networks (QNN)
have experienced great advancement in the past few years, harnessing the advantages of …

Towards hamiltonian simulation with decision diagrams

A Sander, L Burgholzer, R Wille - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
This paper proposes a novel approach to Hamiltonian simulation using Decision Diagrams
(DDs), which are an exact representation based on exploiting redundancies in …

The basis of design tools for quantum computing: arrays, decision diagrams, tensor networks, and ZX-calculus

R Wille, L Burgholzer, S Hillmich, T Grurl… - Proceedings of the 59th …, 2022 - dl.acm.org
Quantum computers promise to efficiently solve important problems classical computers
never will. However, in order to capitalize on these prospects, a fully automated quantum …