Publications

@article{Ballarin2024,

title = {Optimal sampling of tensor networks targeting wave function's fast decaying tails},

author = {Marco Ballarin and Pietro Silvi and Simone Montangero and Daniel Jaschke},

url = {https://doi.org/10.48550/arXiv.2401.10330},

doi = {10.48550/arXiv.2401.10330},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {arXiv pre-prints},

volume = {2401.10330},

publisher = {arXiv},

note = {Cite for sampling},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Ballarin2023,

title = {Entanglement entropy production in Quantum Neural Networks},

author = {Marco Ballarin and Stefano Mangini and Simone Montangero and Chiara Macchiavello and Riccardo Mengoni},

url = {https://doi.org/10.22331/q-2023-05-31-1023},

doi = {10.22331/q-2023-05-31-1023},

year  = {2023},

date = {2023-01-01},

journal = {Quantum},

volume = {7},

pages = {1023},

publisher = {Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Jaschke2023,

title = {Is quantum computing green? An estimate for an energy-efficiency quantum advantage},

author = {Daniel Jaschke and Simone Montangero},

url = {https://dx.doi.org/10.1088/2058-9565/acae3e},

doi = {10.1088/2058-9565/acae3e},

year  = {2023},

date = {2023-01-01},

journal = {Quantum Science and Technology},

volume = {8},

number = {2},

pages = {025001},

publisher = {IOP Publishing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Ballarin2023b,

title = {Scalable digital quantum simulation of lattice fermion theories with local encoding},

author = {Marco Ballarin and Giovanni Cataldi and Giuseppe Magnifico and Daniel Jaschke and Marco Di Liberto and Ilaria Siloi and Simone Montangero and Pietro Silvi},

url = {https://doi.org/10.48550/arXiv.2310.15091},

doi = {10.48550/arXiv.2310.15091},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {arXiv pre-prints},

volume = {2310.15091},

publisher = {arXiv},

keywords = {},

pubstate = {pre-print},

tppubtype = {article}

}

@article{Jaschke2022,

title = {Ab-initio two-dimensional digital twin for quantum computer benchmarking},

author = {Daniel Jaschke and Alice Pagano and Sebastian Weber and Simone Montangero},

url = {https://doi.org/10.48550/arXiv.2210.03763},

doi = {10.48550/arXiv.2210.03763},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {arXiv pre-prints},

volume = {2210.03763},

publisher = {arXiv},

keywords = {},

pubstate = {pre-print},

tppubtype = {article}

}

@article{Felser2021,

title = {Efficient Tensor Network Ansatz for High-Dimensional Quantum Many-Body Problems},

author = {Timo Felser and Simone Notarnicola and Simone Montangero},

doi = {10.1103/PhysRevLett.126.170603},

year  = {2021},

date = {2021-04-01},

journal = {Phys. Rev. Lett.},

volume = {126},

issue = {17},

pages = {170603},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Magnifico2021,

title = {Lattice quantum electrodynamics in (3+ 1)-dimensions at finite density with tensor networks},

author = {Giuseppe Magnifico and Timo Felser and Pietro Silvi and Simone Montangero},

url = {https://arxiv.org/abs/2011.10658 

https://doi.org/10.1038/s41467-021-23646-3},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

journal = {Nature communications},

volume = {12},

number = {1},

pages = {1–13},

publisher = {Nature Publishing Group},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Colluro2021,

title = {On the descriptive power of Neural-Networks as constrained Tensor Networks with exponentially large bond dimension},

author = {Mario Collura and Luca DellÁnna and Timo Felser and Simone Montangero},

url = {https://scipost.org/10.21468/SciPostPhysCore.4.1.001},

doi = {10.21468/SciPostPhysCore.4.1.001},

year  = {2021},

date = {2021-01-01},

journal = {SciPost Phys. Core},

volume = {4},

issue = {1},

pages = {1},

publisher = {SciPost},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Cavinato2021,

title = {Optimizing radiotherapy plans for cancer treatment with Tensor Networks},

author = {Samuele Cavinato and Timo Felser and Marco Fusella and Marta Paiusco and Simone Montangero},

url = {https://doi.org/10.1088/1361-6560/ac01f2},

doi = {10.1088/1361-6560/ac01f2},

year  = {2021},

date = {2021-06-01},

journal = {Physics in Medicine & Biology},

volume = {66},

number = {12},

pages = {125015},

publisher = {IOP Publishing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Felser2021b,

title = {Quantum-inspired machine learning on high-energy physics data},

author = {Timo Felser and Marco Trenti and Lorenzo Sestini and Alessio Gianelle and Davide Zuliani and Donatella Lucchesi and Simone Montangero},

doi = {10.1038/s41534-021-00443-w},

year  = {2021},

date = {2021-01-01},

journal = {npj Quantum Information},

volume = {7},

number = {1},

pages = {1–8},

publisher = {Nature Publishing Group},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Macaluso2020,

title = {Charge and statistics of lattice quasiholes from density measurements: A tree tensor network study},

author = {E. Macaluso and T. Comparin and R. O. Umucalifmmode filar and M. Gerster and S. Montangero and M. Rizzi and I. Carusotto},

url = {https://link.aps.org/doi/10.1103/PhysRevResearch.2.013145},

doi = {10.1103/PhysRevResearch.2.013145},

year  = {2020},

date = {2020-02-01},

journal = {Phys. Rev. Research},

volume = {2},

issue = {1},

pages = {013145},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Haller2020,

title = {Detecting topology through dynamics in interacting fermionic wires},

author = {Andreas Haller and Pietro Massignan and Matteo Rizzi},

url = {https://link.aps.org/doi/10.1103/PhysRevResearch.2.033200},

doi = {10.1103/PhysRevResearch.2.033200},

year  = {2020},

date = {2020-08-01},

journal = {Phys. Rev. Research},

volume = {2},

issue = {3},

pages = {033200},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Kohn2020,

title = {Superfluid-to-Mott transition in a Bose-Hubbard ring: Persistent currents and defect formation},

author = {L. Kohn and P. Silvi and M. Gerster and M. Keck and R. Fazio and G. E. Santoro and S. Montangero},

url = {https://link.aps.org/doi/10.1103/PhysRevA.101.023617},

doi = {10.1103/PhysRevA.101.023617},

year  = {2020},

date = {2020-02-01},

journal = {Phys. Rev. A},

volume = {101},

issue = {2},

pages = {023617},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Felser2020,

title = {Two-Dimensional Quantum-Link Lattice Quantum Electrodynamics at Finite Density},

author = {Timo Felser and Pietro Silvi and Mario Collura and Simone Montangero},

doi = {10.1103/PhysRevX.10.041040},

year  = {2020},

date = {2020-11-01},

journal = {Phys. Rev. X},

volume = {10},

issue = {4},

pages = {041040},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Gerster2019,

title = {Dynamical Ginzburg criterion for the quantum-classical crossover of the Kibble-Zurek mechanism},

author = {Matthias Gerster and Benedikt Haggenmiller and Ferdinand Tschirsich and Pietro Silvi and Simone Montangero},

url = {https://link.aps.org/doi/10.1103/PhysRevB.100.024311},

doi = {10.1103/PhysRevB.100.024311},

year  = {2019},

date = {2019-07-01},

journal = {Phys. Rev. B},

volume = {100},

issue = {2},

pages = {024311},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Tschirsich2019,

title = {Phase Diagram and Conformal String Excitations of Square Ice using Gauge Invariant Matrix Product States},

author = {Ferdinand Tschirsich and Simone Montangero and Marcello Dalmonte},

doi = {10.21468/SciPostPhys.6.3.028},

year  = {2019},

date = {2019-01-01},

journal = {SciPost Phys.},

volume = {6},

issue = {3},

pages = {28},

publisher = {SciPost},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Tirrito2019,

title = {Renormalization group flows for Wilson-Hubbard matter and the topological Hamiltonian},

author = {E. Tirrito and M. Rizzi and G. Sierra and M. Lewenstein and A. Bermudez},

url = {https://link.aps.org/doi/10.1103/PhysRevB.99.125106},

doi = {10.1103/PhysRevB.99.125106},

year  = {2019},

date = {2019-03-01},

journal = {Phys. Rev. B},

volume = {99},

issue = {12},

pages = {125106},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Silvi2019b,

title = {Tensor network simulation of an SU(3) lattice gauge theory in 1D},

author = {Pietro Silvi and Yannick Sauer and Ferdinand Tschirsich and Simone Montangero},

doi = {10.1103/PhysRevD.100.074512},

year  = {2019},

date = {2019-10-01},

journal = {Phys. Rev. D},

volume = {100},

issue = {7},

pages = {074512},

publisher = {American Physical Society},

note = {Cite for TN methods.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Silvi2019,

title = {The Tensor Networks Anthology: Simulation techniques for many-body quantum lattice systems},

author = {Pietro Silvi and Ferdinand Tschirsich and Matthias Gerster and Johannes Jünemann and Daniel Jaschke and Matteo Rizzi and Simone Montangero},

doi = {10.21468/SciPostPhysLectNotes.8},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

journal = {SciPost Phys. Lect. Notes},

pages = {8},

publisher = {SciPost},

note = {Cite for TN methods},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Bermudez2018,

title = {Gross–Neveu–Wilson model and correlated symmetry-protected topological phases},

author = {A. Bermudez and E. Tirrito and M. Rizzi and M. Lewenstein and S. Hands},

url = {https://www.sciencedirect.com/science/article/pii/S0003491618302690},

doi = {https://doi.org/10.1016/j.aop.2018.10.007},

issn = {0003-4916},

year  = {2018},

date = {2018-01-01},

journal = {Annals of Physics},

volume = {399},

pages = {149-180},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Weiss2018,

title = {Kibble-Zurek scaling of the one-dimensional Bose-Hubbard model at finite temperatures},

author = {Werner Weiss and Matthias Gerster and Daniel Jaschke and Pietro Silvi and Simone Montangero},

doi = {10.1103/PhysRevA.98.063601},

year  = {2018},

date = {2018-12-01},

journal = {Phys. Rev. A},

volume = {98},

issue = {6},

pages = {063601},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Kohn2018,

title = {Probabilistic low-rank factorization accelerates tensor network simulations of critical quantum many-body ground states},

author = {Lucas Kohn and Ferdinand Tschirsich and Maximilian Keck and Martin B. Plenio and Dario Tamascelli and Simone Montangero},

doi = {10.1103/PhysRevE.97.013301},

year  = {2018},

date = {2018-01-01},

journal = {Phys. Rev. E},

volume = {97},

issue = {1},

pages = {013301},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Schrodi2017,

title = {Density of states of many-body quantum systems from tensor networks},

author = {Fabian Schrodi and Pietro Silvi and Ferdinand Tschirsich and Rosario Fazio and Simone Montangero},

doi = {10.1103/PhysRevB.96.094303},

year  = {2017},

date = {2017-09-01},

journal = {Phys. Rev. B},

volume = {96},

issue = {9},

pages = {094303},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Juenemann2017,

title = {Exploring Interacting Topological Insulators with Ultracold Atoms: The Synthetic Creutz-Hubbard Model},

author = {J. Jünemann and A. Piga and S. -J. Ran and M. Lewenstein and M. Rizzi and A. Bermudez},

url = {https://link.aps.org/doi/10.1103/PhysRevX.7.031057},

doi = {10.1103/PhysRevX.7.031057},

year  = {2017},

date = {2017-09-01},

journal = {Phys. Rev. X},

volume = {7},

issue = {3},

pages = {031057},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Gerster2017,

title = {Fractional quantum Hall effect in the interacting Hofstadter model via tensor networks},

author = {M. Gerster and M. Rizzi and P. Silvi and M. Dalmonte and S. Montangero},

url = {https://link.aps.org/doi/10.1103/PhysRevB.96.195123},

doi = {10.1103/PhysRevB.96.195123},

year  = {2017},

date = {2017-11-01},

journal = {Phys. Rev. B},

volume = {96},

issue = {19},

pages = {195123},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Werner2016,

title = {Positive Tensor Network Approach for Simulating Open Quantum Many-Body Systems},

author = {A. H. Werner and D. Jaschke and P. Silvi and M. Kliesch and T. Calarco and J. Eisert and S. Montangero},

url = {http://link.aps.org/doi/10.1103/PhysRevLett.116.237201},

doi = {10.1103/PhysRevLett.116.237201},

year  = {2016},

date = {2016-06-01},

urldate = {2016-06-01},

journal = {Phys. Rev. Lett.},

volume = {116},

issue = {23},

pages = {237201},

publisher = {American Physical Society},

note = {Cite for LPTN},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Gerster2016,

title = {Superfluid density and quasi-long-range order in the one-dimensional disordered Bose–Hubbard model},

author = {M Gerster and M Rizzi and F Tschirsich and P Silvi and R Fazio and S Montangero},

url = {https://doi.org/10.1088/1367-2630/18/1/015015},

doi = {10.1088/1367-2630/18/1/015015},

year  = {2016},

date = {2016-01-01},

journal = {New Journal of Physics},

volume = {18},

number = {1},

pages = {015015},

publisher = {IOP Publishing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Gerster2014,

title = {Unconstrained tree tensor network: An adaptive gauge picture for enhanced performance},

author = {M. Gerster and P. Silvi and M. Rizzi and R. Fazio and T. Calarco and S. Montangero},

url = {https://link.aps.org/doi/10.1103/PhysRevB.90.125154},

doi = {10.1103/PhysRevB.90.125154},

year  = {2014},

date = {2014-09-01},

journal = {Phys. Rev. B},

volume = {90},

issue = {12},

pages = {125154},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{deChiara2008,

title = {Density Matrix Renormalization Group for Dummies},

author = {Gabriele De Chiara and Matteo Rizzi and Davide Rossini and Simone Montangero},

doi = {10.1166/jctn.2008.2564},

year  = {2008},

date = {2008-07-01},

journal = {Journal of Computational and Theoretical Nanoscience},

volume = {5},

number = {7},

pages = {1277–1288},

publisher = {American Scientific Publishers},

keywords = {},

pubstate = {published},

tppubtype = {article}

}