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Employment (2)

University of Waterloo: Waterloo, CA

2024-09-01 to present | Assistant professor (Applied Mathematics)
Employment
Source: Self-asserted source
Mohamed Hibat-Allah

Perimeter Institute: Waterloo, CA

2023-08-01 to 2024-08-30 | PSI Fellow
Employment
Source: Self-asserted source
Mohamed Hibat-Allah

Works (12)

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

2024 | Preprint
DOI: 10.48550/ARXIV.2405.20384
Contributors: Mohamed Hibat-Allah; Ejaaz Merali; Giacomo Torlai; Roger G Melko; Juan Carrasquilla
Source: Self-asserted source
Mohamed Hibat-Allah

Variational benchmarks for quantum many-body problems

Science
2024-10-18 | Journal article
DOI: 10.1126/science.adg9774
Contributors: Dian Wu; Riccardo Rossi; Filippo Vicentini; Nikita Astrakhantsev; Federico Becca; Xiaodong Cao; Juan Carrasquilla; Francesco Ferrari; Antoine Georges; Mohamed Hibat-Allah et al.
Source: check_circle
Crossref

A framework for demonstrating practical quantum advantage: comparing quantum against classical generative models

2024-02 | Journal article
DOI: 10.1038/s42005-024-01552-6
Contributors: Mohamed Hibat-Allah; Marta Mauri; Juan Carrasquilla; Alejandro Perdomo-Ortiz
Source: Self-asserted source
Mohamed Hibat-Allah

Quantum HyperNetworks: Training Binary Neural Networks in Quantum Superposition

2023 | Journal article
DOI: 10.48550/ARXIV.2301.08292
Contributors: Juan Carrasquilla; Mohamed Hibat-Allah; Estelle Inack; Alireza Makhzani; Kirill Neklyudov; Graham W. Taylor; Giacomo Torlai
Source: Self-asserted source
Mohamed Hibat-Allah

Variational Benchmarks for Quantum Many-Body Problems

2023 | Journal article
DOI: 10.48550/ARXIV.2302.04919
Contributors: Dian Wu; Riccardo Rossi; Filippo Vicentini; Nikita Astrakhantsev; Federico Becca; Xiaodong Cao; Juan Carrasquilla; Francesco Ferrari; Antoine Georges; Mohamed Hibat-Allah et al.
Source: Self-asserted source
Mohamed Hibat-Allah

Investigating topological order using recurrent neural networks

Physical Review B
2023-08-22 | Journal article
DOI: 10.1103/PhysRevB.108.075152
Contributors: Mohamed Hibat-Allah; Roger G. Melko; Juan Carrasquilla
Source: check_circle
Crossref

Do quantum circuit Born machines generalize?

Quantum Science and Technology
2023-07-01 | Journal article
DOI: 10.1088/2058-9565/acd578
Part of ISSN: 2058-9565
Contributors: Kaitlin Gili; Mohamed Hibat-Allah; Marta Mauri; Chris Ballance; Alejandro Perdomo-Ortiz
Source: Self-asserted source
Mohamed Hibat-Allah

Supplementing recurrent neural networks with annealing to solve combinatorial optimization problems

Machine Learning: Science and Technology
2023-03-01 | Journal article
DOI: 10.1088/2632-2153/acb895
Contributors: Shoummo Ahsan Khandoker; Jawaril Munshad Abedin; Mohamed Hibat-Allah
Source: check_circle
Crossref

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

Machine Learning and the Physical Sciences (NeurIPS 2021)
2021-12 | Journal article
DOI: 10.48550/ARXIV.2207.14314
Contributors: Mohamed Hibat-Allah; Roger G. Melko; Juan Carrasquilla
Source: Self-asserted source
Mohamed Hibat-Allah

Variational neural annealing

Nature Machine Intelligence
2021-10-25 | Journal article
DOI: 10.1038/s42256-021-00401-3
Contributors: Mohamed Hibat-Allah; Estelle M. Inack; Roeland Wiersema; Roger G. Melko; Juan Carrasquilla
Source: check_circle
Crossref

Recurrent neural network wave functions

Physical Review Research
2020-06-17 | Journal article
DOI: 10.1103/PhysRevResearch.2.023358
Contributors: Mohamed Hibat-Allah; Martin Ganahl; Lauren E. Hayward; Roger G. Melko; Juan Carrasquilla
Source: check_circle
Crossref

Acoustic emission from successive impacts on elastic membranes: The physics of the screaming balloon

EPL (Europhysics Letters)
2019-07-22 | Journal article
DOI: 10.1209/0295-5075/126/64001
Part of ISSN: 1286-4854
Source: Self-asserted source
Mohamed Hibat-Allah

Peer review (5 reviews for 3 publications/grants)

Review activity for Communications physics. (1)
Review activity for Nature machine intelligence. (3)
Review activity for npj quantum information. (1)
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