Publications

@article{PhysRevB.111.L140305,

title = {Constrained dynamics and confinement in the two-dimensional quantum Ising model},

author = {Pavesic Luka and Daniel Jaschke and Simone Montangero},

url = {https://link.aps.org/doi/10.1103/PhysRevB.111.L140305},

doi = {10.1103/PhysRevB.111.L140305},

year  = {2025},

date = {2025-04-01},

journal = {Phys. Rev. B},

volume = {111},

issue = {14},

pages = {L140305},

publisher = {American Physical Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@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{Ballarin2025optimalsamplingof,

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/10.22331/q-2025-04-18-1714},

doi = {10.22331/q-2025-04-18-1714},

issn = {2521-327X},

year  = {2025},

date = {2025-04-01},

journal = {Quantum},

volume = {9},

pages = {1714},

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

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{Jaschke2024b,

title = {Benchmarking Quantum Red TEA on CPUs, GPUs, and TPUs},

author = {Daniel Jaschke and Marco Ballarin and Nora Reinić and Luka Pavešić and Simone Montangero},

url = {https://arxiv.org/abs/2409.03818},

doi = {10.48550/arXiv.2409.03818},

year  = {2024},

date = {2024-01-01},

journal = {arXiv pre-prints},

volume = {2409.03818},

publisher = {arXiv},

note = {Cite for qredtea.},

keywords = {},

pubstate = {pre-print},

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{Reinic2024,

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

author = {Nora Reinic 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{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{Rattacaso2024,

title = {Quantum circuit compilation with quantum computers},

author = {Davide Rattacaso and Daniel Jaschke and Marco Ballarin and Ilaria Siloi and Simone Montangero},

url = {https://arxiv.org/abs/2408.00077},

doi = {10.48550/arXiv.2408.00077},

year  = {2024},

date = {2024-01-01},

journal = {arXiv pre-prints},

volume = {2408.00077},

publisher = {arXiv},

keywords = {},

pubstate = {pre-print},

tppubtype = {article}

}

@article{Tesoro2024,

title = {Quantum inspired factorization up to 100-bit RSA number in polynomial time},

author = {Marco Tesoro and Ilaria Siloi and Daniel Jaschke and Giuseppe Magnifico and Simone Montangero},

url = {https://arxiv.org/abs/2410.16355},

doi = {10.48550/arXiv.2410.16355},

year  = {2024},

date = {2024-01-01},

journal = {arXiv pre-prints},

volume = {2410.16355},

publisher = {arXiv},

keywords = {},

pubstate = {pre-print},

tppubtype = {article}

}

@article{PhysRevResearch.6.033057,

title = {Simulating (2+1)D 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 = {2024-07-01},

journal = {Phys. Rev. Res.},

volume = {6},

issue = {3},

pages = {033057},

publisher = {American Physical Society},

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{Magnifico2024,

title = {Tensor Networks for Lattice Gauge Theories beyond one dimension: a Roadmap},

author = {Giuseppe Magnifico and Giovanni Cataldi and Marco Rigobello and Peter Majcen and Daniel Jaschke and Pietro Silvi and Simone Montangero},

url = {https://arxiv.org/abs/2407.03058},

doi = {10.48550/arXiv.2407.03058},

year  = {2024},

date = {2024-01-01},

journal = {arXiv pre-prints},

volume = {2407.03058},

publisher = {arXiv},

keywords = {},

pubstate = {pre-print},

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{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{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{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}

}