2 citations · 3 across the 5 of their papers we have counts for
5 papers
Quantum Algorithms for Optimal Power Flow
Sajad Fathi Hafshejani, Md Mohsin Uddin, David Neufeld +2
This paper explores the use of quantum computing, specifically the use of HHL and VQLS algorithms, to solve optimal power flow problem in electrical grids. We investigate the effec…
Quantum Active Learning for Structural Determination of Doped Nanoparticles -- a Case Study of 4Al@Si
Maicon Pierre Lourenço, Mosayeb Naseri, Lizandra Barrios Herrera +4
Active learning (AL) has been widely applied in chemistry and materials science. In this work we propose a quantum active learning (QAL) method for automatic structural determinati…
Forest Covers and Bounded Forest Covers
Daya Ram Gaur, Barun Gorain, Shaswati Patra +1
We study approximation algorithms for the forest cover and bounded forest cover problems. A probabilistic approximation algorithm for the forest cover problem is given using…
A hybrid quantum solver for the Lorenz system
Sajad Fathi Hafshejani, Daya Gaur, Arundhati Dasgupta +3
We develop a hybrid classical-quantum method for solving the Lorenz system. We use the forward Euler method to discretize the system in time, transforming it into a system of equat…
Exploring Quantum Active Learning for Materials Design and Discovery
Maicon Pierre Lourenço, Hadi Zadeh-Haghighi, Jiří Hostaš +4
The meeting of artificial intelligence (AI) and quantum computing is already a reality; quantum machine learning (QML) promises the design of better regression models. In this work…