4 papers · 1 filter
Qlustering for Data Clustering via Network-Based Quantum Transport
Shmuel Lorber, Yonatan Dubi
Analog quantum computation offers a route to machine learning using controllable physical dynamics as a computational resource. However, many existing approaches rely on task-speci…
Qlustering: Harnessing Network-Based Quantum Transport for Data Clustering
Shmuel Lorber, Yonatan Dubi
We introduce Qlustering, a quantum-inspired algorithm for unsupervised learning that leverages network-based quantum transport to perform data clustering. In contrast to traditiona…
Thermodynamics of photoelectric devices
Samuel L. Jacob, Artur M. Lacerda, Yonatan Dubi +1
We study the nonequilibrium steady state thermodynamics of a photodevice which can operate as a solar cell or a photoconductor, depending on the degree of asymmetry of the junction…
Time Crystals from single-molecule magnet arrays
Subhajit Sarkar, Yonatan Dubi
Time crystals, a unique non-equilibrium quantum phenomenon with promising applications in current quantum technologies, mark a significant advance in quantum mechanics. Although tr…