publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. arXiv
    "Train classical, deploy quantum" requires rethinking generalization
    Snehal Raj, Natansh Mathur, and Alejandro Perdomo-Ortiz
    arXiv preprint arXiv:2608.31117, 2026
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  2. IEEE QCE
    Scalable On-Hardware Training of Quantum Neural Networks and Application to Clinical Data Imputation
    Natansh Mathur, Panagiotis Kl Barkoutsos, Masako Yamada, and 2 more authors
    IEEE International Conference on Quantum Computing and Engineering (QCE), 2026
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2025

  1. IEEE QCE
    Bayesian Quantum Orthogonal Neural Networks for Anomaly Detection
    Natansh Mathur, Brian Coyle, Nishant Jain, and 4 more authors
    In IEEE International Conference on Quantum Computing and Engineering (QCE), 2025
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  2. npj QI
    Training-efficient density quantum machine learning
    Brian Coyle, El Amine Cherrat, Nishant Jain, and 4 more authors
    npj Quantum Information, 2025
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2024

  1. QMI
    Improved financial forecasting via quantum machine learning
    Sohum Thakkar, Skander Kazdaghli, Natansh Mathur, and 3 more authors
    Quantum Machine Intelligence, 2024
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  2. QST
    Quantum Fourier networks for solving parametric PDEs
    Nishant Jain, Jonas Landman, Natansh Mathur, and 1 more author
    Quantum Science and Technology, 2024
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  3. Quantum
    Quantum vision transformers
    Iordanis Kerenidis, Natansh Mathur, Jonas Landman, and 3 more authors
    Quantum, 2024
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2023

  1. US Patent
    Classical and Quantum Algorithms for Orthogonal Neural Networks
    Iordanis Kerenidis, Jonas Landman, and Natansh Mathur
    2023
    US Patent number: US 11,829,877 B2
  2. arXiv
    Towards a unified quantum protocol framework: Classification, implementation, and use cases
    Shraddha Singh, Mina Doosti, Natansh Mathur, and 4 more authors
    arXiv preprint arXiv:2310.12780, 2023
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2022

  1. Quantum
    Quantum methods for neural networks and application to medical image classification
    Jonas Landman, Natansh Mathur, Yun Yvonna Li, and 4 more authors
    Quantum, 2022
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2020

  1. QCrypt
    Towards an Open-source Software Platform for Numerical Key Rate Calculation of General Quantum Key Distribution Protocols
    Jie Lin, Ian George, Kai-Hong Li, and 8 more authors
    2020