People: Khadijeh Najafi
Postdoc
Publications
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R. A. Bravo, T. Patti, K. Najafi, X. Gao, and S. Yelin. Expressive quantum perceptrons for quantum neuromorphic computing. Quantum Science and Technology , 10(1), January 2025.
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R. A. Bravo, S. Yelin, K. Najafi, J. Lu, K. Hou, and G. Gadnew. Learning quantum symmetries with interactive quantum-classical variational algorithms. Journal of Physics A: Mathematical and Theoretical, 57(315304), July 2024.
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X. Gao, S. Yelin, K. Najafi, and W. Zhong. Many-body localized hidden generative models. Phys Rev Research, 6(043041), October 2024.
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K. Najafi, S. Yelin, H. Alaeian, and M. Soriente. Noise-Resilient Phase Transitions and Limit-Cycles in Coupled Kerr Oscillators. New Journal Of Physics February 2024.
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X. Gao, S. Yelin, K. Najafi, and W. Zhong. Many-body localized hidden Born machine. ArXiv 2022.
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T. Patti, K. Najafi, S. Yelin, and Omar Shehab. Markov Chain Monte-Carlo Enhanced Variational Quantum Algorithms. Quantum Science and Technology, 8(1), December 2022.
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R. A. Bravo, K. Najafi, X. Gao, and S. Yelin. Quantum reservoir computing using arrays of Rydberg atoms. PRX, 3(030325), August 2022.
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S. Yelin, K. Najafi, and A. M. Gomez. Reconstructing Quantum States Using Basis-Enhanced Born Machines. ArXiv 2022.
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R. A. Bravo, K. Najafi, T. Patti, X. Gao, and S. Yelin. Universal Quantum Perceptrons for Quantum Machine Learning. ArXiv 2022.
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A. McClain, S. Yelin, and K. Najafi. Born Machines for Periodic and Open XY Quantum Spin Chains. ArXiv 2021.
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T. Patti, K. Najafi, X. Gao, and S. Yelin. Entanglement Devised Barren Plateau Mitigation. Phys. Rev. Research, 3(033090), July 2021.