publications

2024

1. Python Package

   qwgraph

   Mathieu Roget

   2024

   Abs DOCUMENTATION PYPI Code

   This is the documentation for the python package qwgraph. This package’s aim is to provide an efficient implementation of quantum walks on graphs. The quantum walk model implemented in this package follows the paper https://arxiv.org/abs/2310.10451 . This model is specifically designed for searching. Most of the critical functions of this package are implemented and compiled in rust, providing an efficient simulation. An example notebook can be found at https://github.com/mroget/qwgraph/blob/main/demo.ipynb

2023

1. PRR

   Optimality conditions for spatial search with multiple marked vertices

   Mathieu Roget, Hachem Kadri, and Giuseppe Di Molfetta

   2023

   arXiv Bib PDF

   @misc{roget2022optimality,
     doi = {10.48550/ARXIV.2201.12937},
     author = {Roget, Mathieu and Kadri, Hachem and Di Molfetta, Giuseppe},
     title = {Optimality conditions for spatial search with multiple marked vertices},
     publisher = {ABS},
     year = {2023},
     copyright = {Creative Commons Attribution 4.0 International},
   }

2. Preprint

   Distributed search on graphs using discrete time quantum walk

   Mathieu Roget, and Giuseppe Di Molfetta

   2023

   arXiv Bib PDF

   @misc{roget2023distributed,
     title = {Distributed search on graphs using discrete time quantum walk},
     author = {Roget, Mathieu and Molfetta, Giuseppe Di},
     year = {2023},
     eprint = {2310.10451},
     archiveprefix = {arXiv},
     primaryclass = {quant-ph},
   }

2022

1. UAI

   Quantum perceptron revisited: Computational-statistical tradeoffs

   Mathieu Roget, Giuseppe Di Molfetta, and Hachem Kadri

   2022

   arXiv Bib PDF Code

   @article{roget2022quantum,
     title = {Quantum perceptron revisited: Computational-statistical tradeoffs},
     author = {Roget, Mathieu and Di Molfetta, Giuseppe and Kadri, Hachem},
     booktitle = {Uncertainty in Artificial Intelligence},
     pages = {1697--1706},
     year = {2022},
     organization = {PMLR},
   }

2020

1. PRL

   Grover search as a naturally occurring phenomenon

   Mathieu Roget, Stéphane Guillet, Pablo Arrighi, and 1 more author

   Physical Review Letters, 2020

   arXiv Bib PDF

   @article{roget2020grover,
     title = {Grover search as a naturally occurring phenomenon},
     author = {Roget, Mathieu and Guillet, St{\'e}phane and Arrighi, Pablo and Di Molfetta, Giuseppe},
     journal = {Physical Review Letters},
     volume = {124},
     number = {18},
     pages = {180501},
     year = {2020},
     publisher = {APS},
   }

2. Scientific reports

   Quantum control using quantum memory

   Mathieu Roget, Basile Herzog, and Giuseppe Di Molfetta

   Scientific reports, 2020

   arXiv Bib PDF

   @article{roget2020quantum,
     title = {Quantum control using quantum memory},
     author = {Roget, Mathieu and Herzog, Basile and Di Molfetta, Giuseppe},
     journal = {Scientific reports},
     volume = {10},
     number = {1},
     pages = {1--8},
     year = {2020},
     publisher = {Nature Publishing Group},
   }