Hibat-Allah, Mohamed
- A Framework for Demonstrating Practical Quantum Advantage: Racing Quantum against Classical Generative Models
2023/03/27 by Hibat-Allah, Mohamed, Mauri, Marta, Carrasquilla, Juan +1 · 9 citations
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Do Quantum Circuit Born Machines Generalize?
2022/07/27 by Gili, Kaitlin, Hibat-Allah, Mohamed, Mauri, Marta +2 · 2 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Quantum HyperNetworks: Training Binary Neural Networks in Quantum Superposition
2023/01/19 by Juan Carrasquilla, Carrasquilla, Juan, Mohamed Hibat-Allah +11 · 2 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Leveraging recurrence in neural network wavefunctions for large-scale simulations of Heisenberg antiferromagnets on the square lattice
2025/02/24 by M. Schuyler Moss, Roeland Wiersema, Moss, M. Schuyler +7 · 4 citations
Physics and Astronomy · Computer Science · #Theoretical and Computational Physics #Neural Networks and Applications
- Recurrent neural network wave functions for Rydberg atom arrays on kagome lattice
2024/05/30 by Hibat-Allah, Mohamed, Merali, Ejaaz, Torlai, Giacomo +2 · 1 citation
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)