activity
20202025
most citedGenetic algorithm with cross validation-based epidemic model and application to early diffusion of COVID-19 in Algeria

11 citations · 15 across the 8 of their papers we have counts for

collaborators

9 papers

quant-ph2025

Probing the Ground State of the Antiferromagnetic Heisenberg Model on the Kagome Lattice using Geometrically Informed Variational Quantum Eigensolver

Abdellah Tounsi, Nacer Eddine Belaloui, Abdelmouheymen Rabah Khamadja +4

This work investigates the nature of the ground state of the antiferromagnetic Heisenberg model on fundamental kagome cells, a triangle and a star, using the variational quantum ei…

quant-ph2025

Improving VQE Parameter Quality on Noisy Quantum Processors with Cost-Effective Readout Error Mitigation

Nacer Eddine Belaloui, Abdellah Tounsi, Abdelmouheymen Rabah Khamadja +4

The inherent noise in current Noisy Intermediate-Scale Quantum (NISQ) devices presents a major obstacle to the accurate implementation of quantum algorithms such as the Variational…

quant-ph2025

A Study of Gate-Based and Boson Sampling Quantum Random Number Generation on IBM and Xanadu Quantum Devices

Mohamed Messaoud Louamri, Achraf Boussahi, Nacer Eddine Belaloui +2

Quantum mechanics offers a fundamentally unpredictable entropy source due to the intrinsic probabilistic nature of quantum measurements, making it attractive for secure random numb…

quant-ph2025

Quantum Simulation of the Unruh Temperature via the Thermal Properties of Virtually Evolving Bose-Einstein Condensates

Imad-Eddine Chorfi, Nacer Eddine Belaloui, Abdellah Tounsi +2

This paper presents a novel theoretical model motivate a new experimental scheme to simulate the Unruh temperature by relating it to the critical temperature of multiple Bose-Einst…

quant-ph2024

Ground State Energy Estimation on Current Quantum Hardware Through The Variational Quantum Eigensolver: A Comprehensive Study

Nacer Eddine Belaloui, Abdellah Tounsi, Rabah Abdelmouheymen Khamadja +4

While numerical simulations are presented in most papers introducing new methods to enhance the VQE performance, comprehensive, comparative, and applied studies remain relatively r…

quant-ph2024★ 2 cited

Comparative Study of Quantum Transpilers: Evaluating the Performance of qiskit-braket-provider, qBraid-SDK, and Pytket Extensions

Mohamed Messaoud Louamri, Nacer Eddine Belaloui, Abdellah Tounsi +1

In this study, we present a comprehensive evaluation of popular SDK-to-SDK quantum transpilers (that is transpilers that takes a quantum circuit from an initial SDK and output a qu…

quant-ph2023★ 2 cited

Optimized Topological Quantum Compilation of Three-Qubit Controlled Gates in the Fibonacci Anyon Model: A Controlled-Injection Approach

Abdellah Tounsi, Nacer Eddine Belaloui, Mohamed Messaoud Louamri +2

A method, termed controlled-injection, is proposed for compiling three-qubit controlled gates within the non-abelian Fibonacci anyon model. Building on single-qubit compilation tec…

quant-ph2023

Systematic Computation of Braid Generator Matrix in Topological Quantum Computing

Abdellah Tounsi, Nacer Eddine Belaloui, Mohamed Messaoud Louamri +3

We provide a comprehensive systematic method for the numerical computation of elementary braid operations in topological quantum computation (TQC). This {procedure} is systematical…

q-bio.PE2020★ 11 cited

Genetic algorithm with cross validation-based epidemic model and application to early diffusion of COVID-19 in Algeria

Mohamed Taha Rouabah, Abdellah Tounsi, Nacer Eddine Belaloui

A dynamical epidemic model optimized using genetic algorithm and cross validation method to overcome the overfitting problem is proposed. The cross validation procedure is applied…