19 citations · 42 across the 7 of their papers we have counts for
4 papers · 1 filter
Qudit Twisted-Torus Codes in the Bivariate Bicycle Framework
Mourad Halla
We study finite-length qudit quantum low-density parity-check (LDPC) codes from translation-invariant CSS constructions on two-dimensional tori with twisted boundary conditions. Re…
Estimation of Quantum Fisher Information via Stein's Identity in Variational Quantum Algorithms
Mourad Halla
The Quantum Fisher Information Matrix (QFIM) plays a crucial role in quantum optimization algorithms such as Variational Quantum Imaginary Time Evolution and Quantum Natural Gradie…
Modified Conjugate Quantum Natural Gradient
Mourad Halla
The efficient optimization of variational quantum algorithms (VQAs) is critical for their successful application in quantum computing. The Quantum Natural Gradient (QNG) method, wh…
Quantum Natural Gradient with Geodesic Corrections for Small Shallow Quantum Circuits
Mourad Halla
The Quantum Natural Gradient (QNG) method enhances optimization in variational quantum algorithms (VQAs) by incorporating geometric insights from the quantum state space through th…