Search Results - Dylan Herman

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  1. 1

    Solving linear systems on quantum hardware with hybrid HHL++ by Romina Yalovetzky, Pierre Minssen, Dylan Herman, Marco Pistoia

    Published in Scientific Reports (2024-09-01)
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  2. 2

    Expressivity of Variational Quantum Machine Learning on the Boolean Cube by Dylan Herman, Rudy Raymond, Muyuan Li, Nicolas Robles, Antonio Mezzacapo, Marco Pistoia

    Published in IEEE Transactions on Quantum Engineering (2023-01-01)
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  3. 3

    Composite adverse outcomes in obstetric studies: a systematic review by Dylan Herman, Kar Yee Lor, Abdul Qadree, Daphne Horn, Rohan D’Souza

    Published in BMC Pregnancy and Childbirth (2021-02-01)
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  4. 4

    Alignment between initial state and mixer improves QAOA performance for constrained optimization by Zichang He, Ruslan Shaydulin, Shouvanik Chakrabarti, Dylan Herman, Changhao Li, Yue Sun, Marco Pistoia

    Published in npj Quantum Information (2023-11-01)
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  5. 5

    Constrained quantum optimization for extractive summarization on a trapped-ion quantum computer by Pradeep Niroula, Ruslan Shaydulin, Romina Yalovetzky, Pierre Minssen, Dylan Herman, Shaohan Hu, Marco Pistoia

    Published in Scientific Reports (2022-10-01)
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  6. 6

    Parameter Setting in Quantum Approximate Optimization of Weighted Problems by Shree Hari Sureshbabu, Dylan Herman, Ruslan Shaydulin, Joao Basso, Shouvanik Chakrabarti, Yue Sun, Marco Pistoia

    Published in Quantum (2024-01-01)
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  7. 7

    Characterizing barren plateaus in quantum ansätze with the adjoint representation by Enrico Fontana, Dylan Herman, Shouvanik Chakrabarti, Niraj Kumar, Romina Yalovetzky, Jamie Heredge, Shree Hari Sureshbabu, Marco Pistoia

    Published in Nature Communications (2024-08-01)
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  8. 8

    Characterizing privacy in quantum machine learning by Jamie Heredge, Niraj Kumar, Dylan Herman, Shouvanik Chakrabarti, Romina Yalovetzky, Shree Hari Sureshbabu, Changhao Li, Marco Pistoia

    Published in npj Quantum Information (2025-05-01)
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  9. 9

    Constrained optimization via quantum Zeno dynamics by Dylan Herman, Ruslan Shaydulin, Yue Sun, Shouvanik Chakrabarti, Shaohan Hu, Pierre Minssen, Arthur Rattew, Romina Yalovetzky, Marco Pistoia

    Published in Communications Physics (2023-08-01)
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  10. 10

    Synergizing quantum techniques with machine learning for advancing drug discovery challenge by Zhiding Liang, Zichang He, Yue Sun, Dylan Herman, Qingyue Jiao, Yanzhang Zhu, Weiwen Jiang, Xiaowei Xu, Di Wu, Marco Pistoia, Yiyu Shi

    Published in Scientific Reports (2024-12-01)
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  11. 11

    Hardness of the maximum-independent-set problem on unit-disk graphs and prospects for quantum speedups by Ruben S. Andrist, Martin J. A. Schuetz, Pierre Minssen, Romina Yalovetzky, Shouvanik Chakrabarti, Dylan Herman, Niraj Kumar, Grant Salton, Ruslan Shaydulin, Yue Sun, Marco Pistoia, Helmut G. Katzgraber

    Published in Physical Review Research (2023-12-01)
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  12. 12

    Decomposition pipeline for large-scale portfolio optimization with applications to near-term quantum computing by Atithi Acharya, Romina Yalovetzky, Pierre Minssen, Shouvanik Chakrabarti, Ruslan Shaydulin, Rudy Raymond, Yue Sun, Dylan Herman, Ruben S. Andrist, Grant Salton, Martin J. A. Schuetz, Helmut G. Katzgraber, Marco Pistoia

    Published in Physical Review Research (2025-05-01)
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  13. 13

    Quantum Deep Hedging by El Amine Cherrat, Snehal Raj, Iordanis Kerenidis, Abhishek Shekhar, Ben Wood, Jon Dee, Shouvanik Chakrabarti, Richard Chen, Dylan Herman, Shaohan Hu, Pierre Minssen, Ruslan Shaydulin, Yue Sun, Romina Yalovetzky, Marco Pistoia

    Published in Quantum (2023-11-01)
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