output
20142026
most citedQuantum machine learning for image classification

167 citations

Showing 2023Show all

19 papers · 1 filter

cs.LG2023★ 8 cited

Photovoltaic power forecasting using quantum machine learning

Asel Sagingalieva, Stefan Komornyik, Arsenii Senokosov +6

Accurate forecasting of photovoltaic power is essential for reliable grid integration, yet remains difficult due to highly variable irradiance, complex meteorological drivers, site…

cond-mat.mtrl-sci2023★ 5 cited

Hall-effect in the MnBi_2Te_4 crystal using silicon nitride nanomembrane via contacts

Mickey Martini, Tommaso Confalone, Yejin Lee +9

Utilizing an interplay between band topology and intrinsic magnetism, the two-dimensional van der Waals (vdW) system MnBi_2Te_4 provides an ideal platform for realizing exotic quan…

cs.LG2023★ 37 cited

Hybrid quantum image classification and federated learning for hepatic steatosis diagnosis

Luca Lusnig, Asel Sagingalieva, Mikhail Surmach +9

In the realm of liver transplantation, accurately determining hepatic steatosis levels is crucial. Recognizing the essential need for improved diagnostic precision, particularly fo…

cond-mat.supr-con2023★ 14 cited

2D high temperature superconductor integration in contact printed circuit boards

Christian N. Saggau, Sanaz Shokri, Mickey Martini +9

Inherent properties of superconducting Bi2Sr2CaCu2O8+x films, such as the high superconducting transition temperature Tc, efficient Josephson coupling between neighboring CuO layer…

quant-ph2023★ 8 cited

A Hybrid Quantum-Classical Approach to the Electric Mobility Problem

Margarita Veshchezerova, Mikhail Somov, David Bertsche +4

We suggest a hybrid quantum-classical routine for the NP-hard Electric Vehicle Fleet Charging and Allocation Problem. The original formulation is a Mixed Integer Linear Program wit…

astro-ph.IM2023★ 56 cited

Towards Sustainable Horizons: A Comprehensive Blueprint for Mars Colonization

Florian Neukart

Establishing a human colony on Mars is one of the most ambitious endeavors of our time. This paper provides a comprehensive assessment of the challenges and solutions related to Ma…