Mohamed Hibat-Allah

According to our database, Mohamed Hibat-Allah authored at least 14 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Parallel Scan Recurrent Neural Quantum States for Scalable Variational Monte Carlo.

Ejaaz Merali, Mohamed Hibat-Allah, Mohammad Kohandel, Richard T. Scalettar, Ehsan Khatami

CoRR, May, 2026

Geometry-Induced Long-Range Correlations in Recurrent Neural Network Quantum States.

Asif Bin Ayub, Amine Mohamed Aboussalah, Mohamed Hibat-Allah

CoRR, April, 2026

Graph-Theoretic Analysis of Phase Optimization Complexity in Variational Wave Functions for Heisenberg Antiferromagnets.

Mahmud Ashraf Shamim, Md Moshiur Rahman Raj, Mohamed Hibat-Allah, Paulo T. Araujo

CoRR, February, 2026

2025

Adaptive Neural Quantum States: A Recurrent Neural Network Perspective.

Jake McNaughton, Mohamed Hibat-Allah

CoRR, July, 2025

Lattice protein folding with variational annealing.

Shoummo Ahsan Khandoker, Estelle M. Inack, Mohamed Hibat-Allah

Mach. Learn. Sci. Technol., 2025

2024

Recurrent neural network wave functions for Rydberg atom arrays on kagome lattice.

Mohamed Hibat-Allah, Ejaaz Merali, Giacomo Torlai, Roger G. Melko, Juan Carrasquilla

CoRR, 2024

2023

Supplementing recurrent neural networks with annealing to solve combinatorial optimization problems.

Shoummo Ahsan Khandoker, Jawaril Munshad Abedin, Mohamed Hibat-Allah

Mach. Learn. Sci. Technol., March, 2023

A Framework for Demonstrating Practical Quantum Advantage: Racing Quantum against Classical Generative Models.

Mohamed Hibat-Allah, Marta Mauri, Juan Carrasquilla, Alejandro Perdomo-Ortiz

CoRR, 2023

Investigating Topological Order using Recurrent Neural Networks.

Mohamed Hibat-Allah, Roger G. Melko, Juan Carrasquilla

CoRR, 2023

Quantum HyperNetworks: Training Binary Neural Networks in Quantum Superposition.

Juan Carrasquilla, Mohamed Hibat-Allah, Estelle M. Inack, Alireza Makhzani, Kirill Neklyudov, Graham W. Taylor, Giacomo Torlai

CoRR, 2023

2022

Supplementing Recurrent Neural Network Wave Functions with Symmetry and Annealing to Improve Accuracy.

Mohamed Hibat-Allah, Roger G. Melko, Juan Carrasquilla

CoRR, 2022

Do Quantum Circuit Born Machines Generalize?

Kaitlin Gili, Mohamed Hibat-Allah, Marta Mauri, Chris Ballance, Alejandro Perdomo-Ortiz

CoRR, 2022

Supplementing Recurrent Neural Networks with Annealing to Solve Optimization Problems.

Shoummo Ahsan Khandoker, Jawaril Munshad Abedin, Mohamed Hibat-Allah

CoRR, 2022

2021

Variational neural annealing.

Mohamed Hibat-Allah, Estelle M. Inack, Roeland Wiersema, Roger G. Melko, Juan Carrasquilla

Nat. Mach. Intell., 2021