Tensor networks
Publications
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Learning tensor networks with tensor cross interpolation: New algorithms and libraries
by Yuriel Núñez Fernández, Marc K. Ritter, Matthieu Jeannin, Jheng-Wei Li, Thomas Kloss, Thibaud Louvet, Satoshi Terasaki, Olivier Parcollet, Jan von Delft, Hiroshi Shinaoka, Xavier Waintal,
SciPost Phys. 18, 104 (2025) -
Codebase release 1.2 for YASTN
by Marek M. Rams, Gabriela Wójtowicz, Aritra Sinha, Juraj Hasik,
SciPost Phys. Codebases 52-r1.2 (2025) -
YASTN: Yet another symmetric tensor networks; A Python library for Abelian symmetric tensor network calculations
by Marek M. Rams, Gabriela Wójtowicz, Aritra Sinha, Juraj Hasik,
SciPost Phys. Codebases 52 (2025) -
Compactness of quantics tensor train representations of local imaginary-time propagators
by Haruto Takahashi, Rihito Sakurai, Hiroshi Shinaoka,
SciPost Phys. 18, 007 (2025) -
Tensor network Python (TeNPy) version 1
by Johannes Hauschild, Jakob Unfried, Sajant Anand, Bartholomew Andrews, Marcus Bintz, Umberto Borla, Stefan Divic, Markus Drescher, Jan Geiger, Martin Hefel, Kévin Hémery, Wilhelm Kadow, Jack Kemp, Nico Kirchner, Vincent S. Liu, Gunnar Möller, Daniel Parker, Michael Rader, Anton Romen, Samuel Scalet, Leon Schoonderwoerd, Maximilian Schulz, Tomohiro Soejima, Philipp Thoma, Yantao Wu, Philip Zechmann, Ludwig Zweng, Roger S. K. Mong, Michael P. Zaletel, Frank Pollmann,
SciPost Phys. Codebases 41 (2024) -
Codebase release 1.0 for TeNPy
by Johannes Hauschild, Jakob Unfried, Sajant Anand, Bartholomew Andrews, Marcus Bintz, Umberto Borla, Stefan Divic, Markus Drescher, Jan Geiger, Martin Hefel, Kévin Hémery, Wilhelm Kadow, Jack Kemp, Nico Kirchner, Vincent S. Liu, Gunnar Möller, Daniel Parker, Michael Rader, Anton Romen, Samuel Scalet, Leon Schoonderwoerd, Maximilian Schulz, Tomohiro Soejima, Philipp Thoma, Yantao Wu, Philip Zechmann, Ludwig Zweng, Roger S. K. Mong, Michael P. Zaletel, Frank Pollmann,
SciPost Phys. Codebases 41-r1.0 (2024) -
Tensor network study of the Shastry-Sutherland model with weak interlayer coupling
by Patrick C. G. Vlaar, Philippe Corboz,
SciPost Phys. 15, 126 (2023) -
Time dependent variational principle for tree Tensor Networks
by Daniel Bauernfeind, Markus Aichhorn,
SciPost Phys. 8, 024 (2020) -
Sparse sampling and tensor network representation of two-particle Green's functions
by Hiroshi Shinaoka, Dominique Geffroy, Markus Wallerberger, Junya Otsuki, Kazuyoshi Yoshimi, Emanuel Gull, Jan Kuneš,
SciPost Phys. 8, 012 (2020) -
Gauss law, minimal coupling and fermionic PEPS for lattice gauge theories
by Patrick Emonts, Erez Zohar,
SciPost Phys. Lect. Notes 12 (2020) -
Automatic contraction of unstructured tensor networks
by Adam S. Jermyn,
SciPost Phys. 8, 005 (2020) -
Fast counting with tensor networks
by Stefanos Kourtis, Claudio Chamon, Eduardo R. Mucciolo, Andrei E. Ruckenstein,
SciPost Phys. 7, 060 (2019)
Submissions (unpublished only)
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Stabilizer disentangling of conformal field theories
by Martina Frau, Poetri Sonya Tarabunga, Mario Collura, Emanuele Tirrito and Marcello Dalmonte
(submitted 2025-03-27 to SciPost Physics) -
Ace-TN: GPU-Accelerated Corner-Transfer-Matrix Renormalization of Infinite Projected Entangled-Pair States
by Addison D. S. Richards, Erik S. Sørensen
(submitted 2025-03-20 to SciPost Physics Codebases) -
Tensorization of neural networks for improved privacy and interpretability
by José Ramón Pareja Monturiol, Alejandro Pozas-Kerstjens, David Pérez-García
(submitted 2025-03-04 to SciPost Physics) -
Twisted gauging and topological sectors in (2+1)d abelian lattice gauge theories
by Bram Vancraeynest-De Cuiper, Clement Delcamp
(submitted 2025-03-03 to SciPost Physics) -
Self-congruent point in critical matrix product states: An effective field theory for finite-entanglement scaling
by Jan T. Schneider, Atsushi Ueda, Yifan Liu, Andreas M. Läuchli, Masaki Oshikawa, Luca Tagliacozzo
(submitted 2025-02-26 to SciPost Physics) -
Nonequilibrium steady-state dynamics of Markov processes on graphs
by Stefano Crotti, Thomas Barthel, Alfredo Braunstein
(submitted 2025-01-20 to SciPost Physics) -
A minimal tensor network beyond free fermions
by Carolin Wille, Maksimilian Usoltcev, Jens Eisert, Alexander Altland
(submitted 2025-01-14 to SciPost Physics) -
Learning tensor trains from noisy functions with application to quantum simulation
by Kohtaroh Sakaue, Hiroshi Shinaoka, Rihito Sakurai
(submitted 2024-05-23 to SciPost Physics)
Top experts
- Aichhorn, Prof. Markus
- Anand, Dr Sajant
- Andrews, Dr Bartholomew
- Bauernfeind, Dr Daniel
- Bintz, Dr Marcus
- Borla, Mr Umberto
- Chamon, Prof. Claudio
- Corboz, Dr Philippe
- Divic, Dr Stefan
- Drescher, Dr Markus
- Emonts, Dr Patrick
- Geffroy, Dr Dominique
- Geiger, Dr Jan
- Gull, Prof. Emanuel
- Hasik, Dr Juraj
- Hauschild, Mr Johannes
- Hefel, Dr Martin
- Hémery, Prof. Kévin
- Jeannin, Mr Matthieu
- Jermyn, Dr Adam
- Kadow, Dr Wilhelm
- Kemp, Mr Jack
- Kirchner, Dr Nico
- Kloss, Dr Thomas
- Kourtis, Prof. Stefanos
- Kuneš, Prof. Jan
- Li, Mr Jheng-Wei
- Liu, Dr Vincent S.
- Louvet, Mr Thibaud
- Moller, Dr Gunnar
- Mong, Mr Roger
- Mucciolo, Prof. Eduardo
- Núñez Fernández, Dr Yuriel
- Otsuki, Dr Junya
- Parcollet, Dr Olivier
- Parker, Mr Daniel
- Pollmann, Prof. Frank
- Rader, Dr Michael
- Rams, Dr Marek
- Ritter, Mr Marc K
- Romen, Mr Anton
- Ruckenstein, Prof. Andrei E.
- Sakurai, Dr Rihito
- Scalet, Dr Samuel
- Schoonderwoerd, Dr Leon
- Schulz, Dr Maximilian
- Shinaoka, Prof. Hiroshi
- Sinha, Dr Aritra
- Soejima, Dr Tomohiro
- Takahashi, Dr Haruto
- Terasaki, Dr Satoshi
- Thoma, Dr Philipp
- Unfried, Mr Jakob
- Vlaar, Mr Patrick
- Waintal, Dr Xavier
- Wallerberger, Dr Markus
- Wojtowicz, Dr Gabriela
- Wu, Dr Yantao
- Yoshimi, Dr Kazuyoshi
- Zaletel, Prof. Mike
- Zechmann, Dr Philip
- Zohar, Prof. Erez
- Zweng, Dr Ludwig
- von Delft, Prof. Jan