Suivre
Mohamed HIBAT-ALLAH
Mohamed HIBAT-ALLAH
Assistant professor, University of Waterloo
Adresse e-mail validée de uwaterloo.ca
Titre
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Année
Recurrent neural network wave functions
M Hibat-Allah, M Ganahl, LE Hayward, RG Melko, J Carrasquilla
Physical Review Research 2 (2), 023358, 2020
2772020
Variational neural annealing
M Hibat-Allah, EM Inack, R Wiersema, RG Melko, J Carrasquilla
Nature Machine Intelligence 3 (11), 952-961, 2021
842021
Variational benchmarks for quantum many-body problems
D Wu, R Rossi, F Vicentini, N Astrakhantsev, F Becca, X Cao, ...
Science 386 (6719), 296-301, 2024
53*2024
Do quantum circuit born machines generalize?
K Gili, M Hibat-Allah, M Mauri, C Ballance, A Perdomo-Ortiz
Quantum Science and Technology 8 (3), 035021, 2023
302023
Supplementing recurrent neural network wave functions with symmetry and annealing to improve accuracy
M Hibat-Allah, RG Melko, J Carrasquilla
Machine Learning and the Physical Sciences (NeurIPS 2021), 2021
292021
A framework for demonstrating practical quantum advantage: comparing quantum against classical generative models
M Hibat-Allah, M Mauri, J Carrasquilla, A Perdomo-Ortiz
Nature's Communications Physics 7 (1), 68, 2024
272024
Investigating topological order using recurrent neural networks
M Hibat-Allah, RG Melko, J Carrasquilla
Physical Review B 108 (7), 075152, 2023
242023
Supplementing recurrent neural networks with annealing to solve combinatorial optimization problems
SA Khandoker, JM Abedin, M Hibat Allah
Machine Learning: Science and Technology, 2023
14*2023
Quantum hypernetworks: Training binary neural networks in quantum superposition
J Carrasquilla, M Hibat-Allah, E Inack, A Makhzani, K Neklyudov, ...
arXiv preprint arXiv:2301.08292, 2023
72023
Recurrent neural network wave functions for Rydberg atom arrays on kagome lattice
M Hibat-Allah, E Merali, G Torlai, RG Melko, J Carrasquilla
arXiv preprint arXiv:2405.20384, 2024
12024
Variational annealing
M HIBAT-ALLAH, EM Inack, JF CARRASQUILLA ALVAREZ
US Patent App. 17/547,690, 2022
1*2022
The physics of the screaming balloon
N Taberlet, J Ferrand, M Hibat-Allah, B Isnard, N Plihon
EPL (Europhysics Letters) 126 (6), 64001, 2019
1*2019
Multibasis Encodings in Recurrent Neural Network Wave Functions for Variational Optimization
W Kokaew, M Hibat-Allah, LE Hayward, J Carrasquilla
Machine Learning and the Physical Sciences (NeurIPS 2023), 2023
2023
Exploring Many-Body Physics with Recurrent Neural Networks
M Hibat Allah
University of Waterloo, 2023
2023
Comparing Generalization Performances of Quantum and Classical Generative Models
M Hibat-Allah, M Mauri, M Rudolph, A Perdomo-Ortiz
APS March Meeting Abstracts 2023, N73. 012, 2023
2023
Benchmarking the Generalization of Quantum-Inspired and Classical Generative Models
B Chen, M Hibat-Allah, J Lopez-Piqueres, M Mauri, D Varoli, ...
APS March Meeting Abstracts 2023, N73. 008, 2023
2023
Detecting topological order using recurrent neural network wave functions
M Hibat-Allah, R Melko, J Carrasquilla
APS March Meeting Abstracts 2022, W47. 003, 2022
2022
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