4 papers
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…
Explainable quantum regression algorithm with encoded data structure
C. -C. Joseph Wang, F. Perkkola, I. Salmenperä +3
Hybrid variational quantum algorithms (VQAs) are promising for solving practical problems such as combinatorial optimization, quantum chemistry simulation, quantum machine learning…
Surface Local Impurity Scattering as a Probe for Topological Kondo Insulators
C. -C. Joseph Wang, Jean-Pierre Julien, A. V. Balatsky +1
Shortly after the discovery of topological band insulators, topological Kondo insulators (TKIs) have also been theoretically predicted. The latter has ignited revival interest in t…
Optimizing State Preparation for Variational Quantum Regression on NISQ Hardware
Frans Perkkola, Ilmo Salmeperä, Arianne Meijer-van de Griend +3
The execution of quantum algorithms on modern hardware is often constrained by noise and qubit decoherence, limiting the circuit depth and the number of gates that can be executed.…