Entanglement devised barren plateau mitigation
Patti, Taylor L., Najafi, Khadijeh, Gao, Xun, Yelin, Susanne F.
Published in Physical review research (01.07.2021)
Published in Physical review research (01.07.2021)
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Journal Article
A neural network solves, explains, and generates university math problems by program synthesis and few-shot learning at human level
Drori, Iddo, Zhang, Sarah, Shuttleworth, Reece, Tang, Leonard, Lu, Albert, Ke, Elizabeth, Liu, Kevin, Chen, Linda, Tran, Sunny, Cheng, Newman, Wang, Roman, Singh, Nikhil, Patti, Taylor L., Lynch, Jayson, Shporer, Avi, Verma, Nakul, Wu, Eugene, Strang, Gilbert
Published in Proceedings of the National Academy of Sciences - PNAS (09.08.2022)
Published in Proceedings of the National Academy of Sciences - PNAS (09.08.2022)
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Journal Article
Photon control and coherent interactions via lattice dark states in atomic arrays
Rubies-Bigorda, Oriol, Walther, Valentin, Patti, Taylor L., Yelin, Susanne F.
Published in Physical review research (11.02.2022)
Published in Physical review research (11.02.2022)
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Journal Article
Markov chain Monte Carlo enhanced variational quantum algorithms
Patti, Taylor L, Shehab, Omar, Najafi, Khadijeh, Yelin, Susanne F
Published in Quantum science and technology (01.01.2023)
Published in Quantum science and technology (01.01.2023)
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Journal Article
Towards a scalable discrete quantum generative adversarial neural network
Chaudhary, Smit, Huembeli, Patrick, MacCormack, Ian, Patti, Taylor L, Kossaifi, Jean, Galda, Alexey
Published in Quantum science and technology (01.07.2023)
Published in Quantum science and technology (01.07.2023)
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Journal Article
Quantum Goemans-Williamson Algorithm with the Hadamard Test and Approximate Amplitude Constraints
Patti, Taylor L., Kossaifi, Jean, Anandkumar, Anima, Yelin, Susanne F.
Published in Quantum (Vienna, Austria) (12.07.2023)
Published in Quantum (Vienna, Austria) (12.07.2023)
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Journal Article
Variational quantum optimization with multibasis encodings
Patti, Taylor L., Kossaifi, Jean, Anandkumar, Anima, Yelin, Susanne F.
Published in Physical review research (01.08.2022)
Published in Physical review research (01.08.2022)
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Journal Article
Zero and Finite Temperature Quantum Simulations Powered by Quantum Magic
Gu, Andi, Hu, Hong-Ye, Luo, Di, Patti, Taylor L., Rubin, Nicholas C., Yelin, Susanne F.
Published in Quantum (Vienna, Austria) (23.07.2024)
Published in Quantum (Vienna, Austria) (23.07.2024)
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Journal Article
Quantum Goemans-Williamson Algorithm with the Hadamard Test and Approximate Amplitude Constraints
Patti, Taylor L, Kossaifi, Jean, Anandkumar, Anima, Yelin, Susanne F
Published in arXiv.org (09.07.2023)
Published in arXiv.org (09.07.2023)
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Journal Article
Fourier Neural Operators for Learning Dynamics in Quantum Spin Systems
Shah, Freya, Patti, Taylor L, Berner, Julius, Tolooshams, Bahareh, Kossaifi, Jean, Anandkumar, Anima
Year of Publication 05.09.2024
Year of Publication 05.09.2024
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Journal Article
Sum-of-Squares inspired Quantum Metaheuristic for Polynomial Optimization with the Hadamard Test and Approximate Amplitude Constraints
Wang, Iria W, Brown, Robin, Patti, Taylor L, Anandkumar, Anima, Pavone, Marco, Yelin, Susanne F
Year of Publication 14.08.2024
Year of Publication 14.08.2024
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Journal Article
Quantum computing with subwavelength atomic arrays
Shah, Freya, Patti, Taylor L, Rubies-Bigorda, Oriol, Yelin, Susanne F
Published in arXiv.org (19.01.2024)
Published in arXiv.org (19.01.2024)
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Journal Article
Towards large-scale quantum optimization solvers with few qubits
Sciorilli, Marco, Borges, Lucas, Patti, Taylor L, García-Martín, Diego, Camilo, Giancarlo, Anandkumar, Anima, Aolita, Leandro
Year of Publication 17.01.2024
Year of Publication 17.01.2024
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Journal Article
Near-Term Distributed Quantum Computation using Mean-Field Corrections and Auxiliary Qubits
Gomez, Abigail McClain, Patti, Taylor L, Anandkumar, Anima, Yelin, Susanne F
Year of Publication 11.09.2023
Year of Publication 11.09.2023
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Journal Article
Zero and Finite Temperature Quantum Simulations Powered by Quantum Magic
Gu, Andi, Hong-Ye, Hu, Luo, Di, Patti, Taylor L, Rubin, Nicholas C, Yelin, Susanne F
Published in arXiv.org (18.07.2024)
Published in arXiv.org (18.07.2024)
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Journal Article
Expressive Quantum Perceptrons for Quantum Neuromorphic Computing
Bravo, Rodrigo Araiza, Najafi, Khadijeh, Patti, Taylor L, Gao, Xun, Yelin, Susanne F
Year of Publication 13.11.2022
Year of Publication 13.11.2022
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