37 citations · 76 across the 4 of their papers we have counts for
3 papers · 1 filter
Quantum Variational Solving of Nonlinear and Multi-Dimensional Partial Differential Equations
Abhijat Sarma, Thomas W. Watts, Mudassir Moosa +2
A variational quantum algorithm for numerically solving partial differential equations (PDEs) on a quantum computer was proposed by Lubasch et al. In this paper, we generalize the…
Linear-depth quantum circuits for loading Fourier approximations of arbitrary functions
Mudassir Moosa, Thomas W. Watts, Yiyou Chen +2
The ability to efficiently load functions on quantum computers with high fidelity is essential for many quantum algorithms. We introduce the Fourier Series Loader (FSL) method for…
Quantum Unsupervised and Supervised Learning on Superconducting Processors
Abhijat Sarma, Rupak Chatterjee, Kaitlin Gili +1
Machine learning algorithms perform well on identifying patterns in many different datasets due to their versatility. However, as one increases the size of the dataset, the computa…