Mohamed Hibat-Allah

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Long Short Term Memory

Generative Model

Nonlinear Predictive Control

Top Venues

Mach. Learn. Sci. Technol.

Nat. Mach. Intell.

Publications

Mohamed Hibat-Allah, Ejaaz Merali, Giacomo Torlai, Roger G. Melko, Juan Carrasquilla
Recurrent neural network wave functions for Rydberg atom arrays on kagome lattice. CoRR (2024)
Mohamed Hibat-Allah, Roger G. Melko, Juan Carrasquilla
Investigating Topological Order using Recurrent Neural Networks. CoRR (2023)
Shoummo Ahsan Khandoker, Jawaril Munshad Abedin, Mohamed Hibat-Allah
Supplementing recurrent neural networks with annealing to solve combinatorial optimization problems. Mach. Learn. Sci. Technol. 4 (1) (2023)
Juan Carrasquilla, Mohamed Hibat-Allah, Estelle M. Inack, Alireza Makhzani, Kirill Neklyudov, Graham W. Taylor, Giacomo Torlai
Quantum HyperNetworks: Training Binary Neural Networks in Quantum Superposition. CoRR (2023)
Mohamed Hibat-Allah, Marta Mauri, Juan Carrasquilla, Alejandro Perdomo-Ortiz
A Framework for Demonstrating Practical Quantum Advantage: Racing Quantum against Classical Generative Models. CoRR (2023)
Kaitlin Gili, Mohamed Hibat-Allah, Marta Mauri, Chris Ballance, Alejandro Perdomo-Ortiz
Do Quantum Circuit Born Machines Generalize? CoRR (2022)
Mohamed Hibat-Allah, Roger G. Melko, Juan Carrasquilla
Supplementing Recurrent Neural Network Wave Functions with Symmetry and Annealing to Improve Accuracy. CoRR (2022)
Shoummo Ahsan Khandoker, Jawaril Munshad Abedin, Mohamed Hibat-Allah
Supplementing Recurrent Neural Networks with Annealing to Solve Optimization Problems. CoRR (2022)
Mohamed Hibat-Allah, Estelle M. Inack, Roeland Wiersema, Roger G. Melko, Juan Carrasquilla
Variational neural annealing. Nat. Mach. Intell. 3 (11) (2021)
Mohamed Hibat-Allah, Estelle M. Inack, Roeland Wiersema, Roger G. Melko, Juan Carrasquilla
Variational Neural Annealing. CoRR (2021)