10 papers
Observing the Quantum Compiler through Automatic Experiment Tracking for Qiskit
Vlad Stirbu, Arianne Meijer van de Griend
Understanding the effectiveness of quantum compilation techniques requires visibility into the entire transpilation process, not just the final circuit metrics. This demonstration…
Shortest Path in Pauli Forest -- An Algorithm for Decomposing Pauli Exponentials to Quantum Circuits
Lauri Vuorenkoski, Arianne Meijer-van de Griend
Decomposing Pauli exponentials efficiently to quantum circuits has been the subject of intense research in recent years. Pauli exponentials are an essential component of many diffe…
Architecture-aware Unitary Synthesis
Frans Perkkola, Arianne Meijer-van de Griend, Jukka K. Nurminen
We present a novel architecture-aware transpilation method for exact general unitary gate synthesis on superconducting quantum hardware. Our approach is tightly integrated with the…
Qubit Routing for (Almost) Free
Arianne Meijer-van de Griend
In this paper, we give a mathematical proof that bounds the number of CNOT gates required to synthesize an qubit phase polynomial with terms to be at least $O(\frac{gn}{\ma…
Explainable quantum regression algorithm with encoded data structure
C. -C. Joseph Wang, F. Perkkola, I. Salmenperä +2
Hybrid variational quantum algorithms are promising for solving practical problems, such as combinatorial optimization, quantum chemistry simulation, quantum machine learning, and…
The Average Relative Entropy and Transpilation Depth determines the noise robustness in Variational Quantum Classifiers
Aakash Ravindra Shinde, Arianne Meijer - van de Griend, Jukka K. Nurminen
Variational Quantum Algorithms (VQAs) have been extensively researched for applications in Quantum Machine Learning (QML), Optimization, and Molecular simulations. Although designe…