Publications

@article{Schuhmacher2025,

title = {Hybrid Tree Tensor Networks for Quantum Simulation},

author = {Julian Schuhmacher and Marco Ballarin and Alberto Baiardi and Giuseppe Magnifico and Francesco Tacchino and Simone Montangero and Ivano Tavernelli},

url = {https://link.aps.org/doi/10.1103/PRXQuantum.6.010320},

doi = {10.1103/PRXQuantum.6.010320},

year  = {2025},

date = {2025-01-01},

journal = {PRX Quantum},

volume = {6},

issue = {1},

pages = {010320},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Ballarin2024,

title = {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/10.22331/q-2024-09-04-1460},

doi = {10.22331/q-2024-09-04-1460},

issn = {2521-327X},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Quantum},

volume = {8},

pages = {1460},

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

note = {Cite for sampling.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Campaioli2024,

title = {Optimization of Ultrafast Singlet Fission in One-Dimensional Rings Towards Unit Efficiency},

author = {Francesco Campaioli and Alice Pagano and Daniel Jaschke and Simone Montangero},

url = {https://link.aps.org/doi/10.1103/PRXEnergy.3.043003},

doi = {10.1103/PRXEnergy.3.043003},

year  = {2024},

date = {2024-01-01},

urldate = {2024-05-15},

journal = {PRX Energy},

volume = {3},

issue = {4},

pages = {043003},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Reinic2024,

title = {Finite-temperature Rydberg arrays: Quantum phases and entanglement characterization},

author = {Nora Reiniıfmmode acutecelse ćfi and Daniel Jaschke and Darvin Wanisch and Pietro Silvi and Simone Montangero},

url = {https://link.aps.org/doi/10.1103/PhysRevResearch.6.033322},

doi = {10.1103/PhysRevResearch.6.033322},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Phys. Rev. Res.},

volume = {6},

issue = {3},

pages = {033322},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Filgueras2024,

title = {The TEXTAROSSA Project: Cool all the Way Down to the Hardware},

author = {Antonio Filgueras and Giovanni Agosta and Marco Aldinucci and Carlos Álvarez and Pasqua D’Ambra and Massimo Bernaschi and Andrea Biagioni and Daniele Cattaneo and Alessandro Celestini and Massimo Celino and Carlotta Chiarini and Francesca Lo Cicero and Paolo Cretaro and William Fornaciari and Ottorino Frezza and Andrea Galimberti and Francesco Giacomini and Juan Miguel Haro Ruiz and Francesco Iannone and Daniel Jaschke and Daniel Jiménez-González and Michal Kulczewski and Alberto Leva and Alessandro Lonardo and Michele Martinelli and Xavier Martorell and Simone Montangero and Lucas Morais and Ariel Oleksiak and Paolo Palazzari and Luca Pontisso and Federico Reghenzani and Cristian Rossi and Sergio Saponarat and Carlo Saverio Lodi and Francesco Simula and Federico Terraneo and Piero Vicini and Miquel Vidal and Davide Zoni and Giuseppe Zummo},

url = {https://dx.doi.org/10.1109/DSD64264.2024.00076},

doi = {10.1109/DSD64264.2024.00076},

year  = {2024},

date = {2024-01-01},

booktitle = {2024 27th Euromicro Conference on Digital System Design (DSD)},

pages = {526-533},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Cataldi2024,

title = {Simulating $(2+1)mathrmD$ SU(2) Yang-Mills lattice gauge theory at finite density with tensor networks},

author = {Giovanni Cataldi and Giuseppe Magnifico and Pietro Silvi and Simone Montangero},

url = {https://link.aps.org/doi/10.1103/PhysRevResearch.6.033057},

doi = {10.1103/PhysRevResearch.6.033057},

year  = {2024},

date = {2024-01-01},

journal = {Phys. Rev. Res.},

volume = {6},

issue = {3},

pages = {033057},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Jaschke2024,

title = {Ab-initio tree-tensor-network digital twin for quantum computer benchmarking in 2D},

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

url = {https://doi.org/10.1088/2058-9565/ad5585},

doi = {10.1088/2058-9565/ad5585},

year  = {2024},

date = {2024-01-01},

journal = {Quantum Science and Technology},

volume = {9},

number = {3},

pages = {035055},

publisher = {IOP Publishing},

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{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{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{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{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{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{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{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{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{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{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{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{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{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{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{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{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{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{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{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}

}