2025 and preprints
- Single-shot quantum machine learning
E. Recio-Armengol, J. Eisert, J. Jakob Meyer
Phys. Rev. A 111, 042420 (2025)
Quantum key distribution with basis-dependent detection probability
F. Grasselli, G. Chesi, N. Walk, H. Kampermann, A. Widomski, M. Ogrodnik, M. Karpiński, C. Macchiavello, D. Bruß, N. Wyderka
Phys. Rev. Applied 23, 044011 (2025)
Artificially intelligent Maxwell's demon for optimal control of open quantum systems
P. A. Erdman, R. Czupryniak, B. Bhandari, A. N. Jordan, F. Noé, J. Eisert, G. Guarnieri
Quantum Sci. Technol. 10 025047 (2025)
PAC-learning of free-fermionic states is NP-hard
L. Bittel, A. A. Mele, J. Eisert, L. Leone
Quantum 9, 1665 (2025)
A sufficient criterion for divisibility of quantum channels
F. vom Ende
J. Math. Phys. 66, 032201 (2025)
Reachability, coolability, and stabilizability of open Markovian quantum systems with fast unitary control
E. Malvetti, F. vom Ende, G. Dirr, T. Schulte-Herbrüggen
SIAM J. Control Optim. 63, 53 (2025)
Complexity-constrained quantum thermodynamics
A. Munson, N. B. Teja Kothakonda, J. Haferkamp, N. Yunger Halpern, J. Eisert, P. Faist
PRX Quantum 6, 010346 (2025)
Efficient learning of quantum states prepared with few fermionic non-Gaussian gates
A. A. Mele, Y. Herasymenko
PRX Quantum 6, 010319 (2025)
The XYZ ruby code: Making a case for a three-colored graphical calculus for quantum error correction in spacetime
J. C. Magdalena de la Fuente, J. Old, A. Townsend-Teague, M. Rispler, J. Eisert, M. Müller
PRX Quantum 6, 010360 (2025)
Verifiable measurement-based quantum random sampling with trapped ions
M. Ringbauer, M. Hinsche, T. Feldker, P. K. Faehrmann, J. Bermejo-Vega, C. Edmunds, L. Postler, R. Stricker, C. D. Marciniak, M. Meth, I. Pogorelov, R. Blatt, P. Schindler, J. Eisert, T. Monz, D. Hangleiter
Nature Communications 16, 106 (2025)
Typical thermalization of low-entanglement states
C. Bertoni, C. Wassner, G. Guarnieri, J. Eisert
Communications Physics (Nature), in press (2025)
CURIE: Evaluating LLMs On Multitask Scientific Long Context Understanding and Reasoning
Hao Cui, Zahra Shamsi, Gowoon Cheon, Xuejian Ma, Shutong Li, Maria Tikhanovskaya, Peter Norgaard, Nayantara Mudur, Martyna Plomecka, Paul Raccuglia, Yasaman Bahri, Victor V. Albert, Pranesh Srinivasan, Haining Pan, Philippe Faist, Brian Rohr, Michael J. Statt, Dan Morris, Drew Purves, Elise Kleeman, Ruth Alcantara, Matthew Abraham, Muqthar Mohammad, Ean Phing VanLee, Chenfei Jiang, Elizabeth Dorfman, Eun-Ah Kim, Michael P Brenner, Viren Jain, Sameera Ponda, Subhashini Venugopalan
ICLR 2025, Conference Paper (2025)
Potential and limitations of random Fourier features for dequantizing quantum machine learning
R. Sweke, E. Recio, S. Jerbi, E. Gil-Fuster, B. Fuller, J. Eisert, J. J. Meyer
Quantum 9, 1640 (2025)
Quantum complexity phase transitions in monitored random circuits
R. Suzuki, J. Haferkamp, J. Eisert, P. Faist
Quantum 9, 1627 (2025)
Stability of emergent time periodicity in a few-body interacting system
S. Campbell, J. Eisert, G. Guarnieri
New Journal of Physics 27, 023001 (2025)
A complete theory of the Clifford commutant
Lennart Bittel, Jens Eisert, Lorenzo Leone, Antonio A. Mele, Salvatore F. E. Oliviero
arXiv:2504.12263
Universal fault-tolerant logic with heterogeneous holographic codes
Matthew Steinberg, Junyu Fan, Jens Eisert, Sebastian Feld, Alexander Jahn, Chunjun Cao
arXiv:2504.10386
Non-haar random circuits form unitary designs as fast as haar random circuits
Toshihiro Yada, Ryotaro Suzuki, Yosuke Mitsuhashi, Nobuyuki Yoshioka
arXiv:2504.07390
On infinite tensor networks, complementary recovery and type II factors
Wissam Chemissany, Elliott Gesteau, Alexander Jahn, Daniel Murphy, Leo Shaposhnik
arXiv:2504.00096
Kernel-based dequantization of variational qml without random fourier features
Ryan Sweke, Seongwook Shin, Elies Gil-fuster
arXiv:2503.23931
Streaming quantum state purification for general mixed states
Daniel Grier, Debbie Leung, Zhi Li, Hakop Pashayan, Luke Schaeffer
arXiv:2503.22644
New perspectives on quantum kernels through the lens of entangled tensor kernels
Seongwook Shin, Ryan Sweke, Hyunseok Jeong
arXiv:2503.20683
Universal fault tolerant quantum computation in 2D without getting tied in knots
Margarita Davydova, Andreas Bauer, Julio C. Magdalena de la Fuente, Mark Webster, Dominic J. Williamson, Benjamin J. Brown
arXiv:2503.15751
Systematic benchmarking of quantum computers: status and recommendations
Jeanette Miriam Lorenz, Thomas Monz, Jens Eisert, Daniel Reitzner, Félicien Schopfer, Frédéric Barbaresco, Krzysztof Kurowski, Ward Van Der Schoot, Thomas Strohm, Jean Senellart, Cécile M. Perrault, Martin Knufinke, Ziyad Amodjee, Mattia Giardini
arXiv:2503.04905
Holonomic quantum computation: a scalable adiabatic architecture
Clara Wassner, Tommaso Guaita, Jens Eisert, Jose Carrasco
arXiv:2502.17188
Towards efficient quantum algorithms for diffusion probability models
Yunfei Wang, Ruoxi Jiang, Yingda Fan, Xiaowei Jia, Jens Eisert, Junyu Liu, Jin-peng Liu
arXiv:2502.14252
Entanglement theory with limited computational resources
Lorenzo Leone, Jacopo Rizzo, Jens Eisert, Sofiene Jerbi
arXiv:2502.12284
Variationally optimizing infinite projected entangled-pair states at large bond dimensions: A split-CTMRG approach
Jan Naumann, Erik Lennart Weerda, Jens Eisert, Matteo Rizzi, Philipp Schmoll
arXiv:2502.10298
Constant overhead entanglement distillation via scrambling
Andi Gu, Lorenzo Leone, Kenneth Goodenough, Sumeet Khatri
arXiv:2502.09483
Towards efficient quantum algorithms for diffusion probability models
Yunfei Wang, Ruoxi Jiang, Yingda Fan, Xiaowei Jia, Jens Eisert, Junyu Liu, Jin-Peng Liu
arXiv:2501.14252
Entanglement theory with limited computational resources
Lorenzo Leone, Jacopo Rizzo, Jens Eisert, Sofiene Jerbi
arXiv:2501.12284
Variationally optimizing infinite projected entangled-pair states at large bond dimensions: A split-CTMRG approach
Jan Naumann, Erik Lennart Weerda, Jens Eisert, Matteo Rizzi, Philipp Schmoll
arXiv:2501.10298
Continuous Variable Quantum MacWilliams Identities
Ansgar G. Burchards
arXiv:2501.09514
Constant Overhead Entanglement Distillation via Scrambling
Andi Gu, Lorenzo Leone, Kenneth Goodenough, Sumeet Khatri
arXiv:2501.09483
Bridging Entanglement and Magic Resources through Operator Space
Neil Dowling, Kavan Modi, Gregory A. L. White
arXiv:2501.18679
Large-scale stochastic simulation of open quantum systems
Aaron Sander, Maximilian Fröhlich, Martin Eigel, Jens Eisert, Patrick Gelß, Michael Hintermüller, Richard M. Milbradt, Robert Wille, Christian B. Mendl
arXiv:2501.17913
Simulating quantum circuits with arbitrary local noise using Pauli Propagation
Armando Angrisani, Antonio A. Mele, Manuel S. Rudolph, M. Cerezo, Zoe Holmes
arXiv:2501.13101
Highly-entangled, highly-doped states that are efficiently cross-device verifiable
Janek Denzler, Santiago Varona, Tommaso Guaita, Jose Carrasco
arXiv:2501.11688
Double descent in quantum machine learning
Marie Kempkes, Aroosa Ijaz, Elies Gil-Fuster, Carlos Bravo-Prieto, Jakob Spiegelberg, Evert van Nieuwenburg, Vedran Dunjko
arXiv:2501.10077
Continuous-variable designs and design-based shadow tomography from random lattices
J. Conrad, J. T. Iosue, A. G. Burchards, V. V. Albert
arXiv:2412.17909
Experimental quantum randomness enhanced by a quantum network
E. Polino, L. Villegas-Aguilar, D. Poderini, N. Walk, F. Ghafari, M. Túlio Quintino, A. Lyasota, S. Rogge, R. Chaves, G. J. Pryde, E. G. Cavalcanti, N. Tischler, S. Slussarenko
arXiv:2412.16973
High-dimensional quantum key distribution with resource-efficient detection
M. Ogrodnik, A. Widomski, D. Bruß, G. Chesi, F. Grasselli, H. Kampermann, C. Macchiavello, N. Walk, N. Wyderka, M. Karpiński
arXiv:2412.16782
Opportunities and limitations of explaining quantum machine learning
E. Gil-Fuster, J. R. Naujoks, G. Montavon, T. Wiegand, W. Samek, J. Eisert
arXiv:2412.14753
Short-time simulation of quantum dynamics by Pauli measurements
P. K. Faehrmann, J. Eisert, M. Kieferova, R. Kueng
arXiv:2412.08719
A quantum-classical reinforcement learning model to play Atari games
D. Freinberger, J. Lemmel, R. Grosu, S. Jerbi
arXiv:2412.08725
A minimal tensor network beyond free fermions
C. Wille, M. Usoltcev, J. Eisert, A. Altland
arXiv:2412.04216
The fabulous world of GKP codes
J. Conrad
arXiv:2412.02442
An access model for quantum encoded data
M. Murça, P. K. Faehrmann, Y. Omar
arXiv:2412.01889
Generating sets of stochastic matrices
F. vom Ende, F. Shahbeigi
arXiv:2411.18946
An unconditional distribution learning advantage with shallow quantum circuits
N. Pirnay, S. Jerbi, J. -P. Seifert, J. Eisert
arXiv:2411.15548
Testing classical properties from quantum data
M. C. Caro, P. Naik, J. Slote
arXiv:2411.12730
Learning complexity gradually in quantum machine learning models
E. Recio-Armengol, F. J. Schreiber, J. Eisert, C. Bravo-Prieto
arXiv:2411.11954
Dynamic parameterized quantum circuits: expressive and barren-plateau free
A. Deshpande, M. Hinsche, S. Najafi, K. Sharma, R. Sweke, C. Zoufal
arXiv:2411.05760
Theory and experimental demonstration of Wigner tomography of unknown unitary quantum gates
A. Devra, L. Van Damme, F. vom Ende, E. Malvetti, S. J. Glaser
arXiv:2411.05404
Topological stabilizer models on continuous variables
J. C. Magdalena de la Fuente, T. D. Ellison, M. Cheng, D. J. Williamson
arXiv:2411.04993
Optimal estimates of trace distance between bosonic Gaussian states and applications to learning
L. Bittel, F. Anna Mele, A. Anna Mele, S. Tirone, L. Lami
arXiv:2411.02368
More global randomness from less random local gates
R. Suzuki, H. Katsura, Y. Mitsuhashi, T. Soejima, J. Eisert, N. Yoshioka
arXiv:2410.24127
Interactive proofs for verifying (quantum) learning and testingM. C. Caro, J. Eisert, M. Hinsche, M. Ioannou, A. Nietner, R. Sweke
arXiv:2410.23969
Chasing shadows with Gottesman-Kitaev-Preskill codes
J. Conrad, J. Eisert, S. T. Flammia
arXiv:2411.00235
Simulating quantum chaos without chaos
A. Gu, Y. Quek, S. Yelin, J. Eisert, L. Leone
arXiv:2410.18196
Dynamical weight reduction of Pauli measurements
J. C. Magdalena de la Fuente
arXiv:2410.12527
Extendibility of fermionic states and rigorous ground state approximations of interacting fermionic systems
C. Krumnow, Z. Zimborás, J. Eisert
arXiv:2410.08322
Single-copy stabilizer testing
M. Hinsche, J. Helsen
arXiv:2410.07986
Fiber bundle fault tolerance of GKP codes
A. G. Burchards, S. T. Flammia, J. Conrad
arXiv:2410.07332
Optimal trace-distance bounds for free-fermionic states: Testing and improved tomographyL. Bittel, A. Anna Mele, J. Eisert, L. Leone
arXiv:2409.17953
Random ensembles of symplectic and unitary states are indistinguishable
M. West, A. Anna Mele, M. Larocca, M. Cerezo
arXiv:2409.16500
Representation theory of Gaussian unitary transformations for bosonic and fermionic systems
T. Guaita, L. Hackl, T. Quella
arXiv:2409.11628
Experimental measurement and a physical interpretation of quantum shadow enumerators
D. Miller, K. Levi, L. Postler, A. Steiner, L. Bittel, G. A. L. White, Y. Tang, E. J. Kuehnke, A. A. Mele, S. Khatri, L. Leone, J. Carrasco, C. D. Marciniak, I. Pogorelov, M. Guevara-Bertsch, R. Freund, R. Blatt, P. Schindler, T. Monz, M. Ringbauer, J. Eisert
arXiv:2408.16914
Benchmarking bosonic and fermionic dynamics
J. Wilkens, M. Ioannou, E. Derbyshire, J. Eisert, D. Hangleiter, I. Roth, J. Haferkamp
arXiv:2408.11105
Concept learning of parameterized quantum models from limited measurements
B. Y. Gan, P.-W. Huang, E. Gil-Fuster, P. Rebentrost
arXiv:2408.05116
Perfect wave transfer in continuous quantum systems
P. Moosavi, M. Christandl, G. Michele Graf, S. Sotiriadis
arXiv:2408.00723
Experimentally probing Landauer's principle in the quantum many-body regime
S. Aimet, M. Tajik, G. Tournaire, P. Schüttelkopf, J. Sabino, S. Sotiriadis, G. Guarnieri, J. Schmiedmayer, J. Eisert
arXiv:2407.21690
Full classification of Pauli Lie algebras
G. Aguilar, S. Cichy, J. Eisert, L. Bittel
arXiv:2408.00081
Experimentally probing Landauer's principle in the quantum many-body regime
S. Aimet, M. Tajik, G. Tournaire, P. Schüttelkopf, J. Sabino, S. Sotiriadis, G. Guarnieri, J. Schmiedmayer, J. Eisert
arXiv:2407.21690
Complexity of geometrically local stoquastic Hamiltonians
A. Raza, J. Eisert, A. B. Grilo
arXiv:2407.15499
Designing fault-tolerant circuits using detector error models
P.-J. H.S. Derks, A. Townsend-Teague, A. G. Burchards, J. Eisert
arXiv:2407.13826
Tomography of parametrized quantum states
F. J. Schreiber, J. Eisert, J. J. Meyer
Bathing in a sea of candidate quantum spin liquids: From the gapless ruby to the gapped maple-leaf lattice
P. Schmoll, J. Naumann, J. Eisert, Y. Iqbal
arXiv:2407.07145
Lattices, gates, and curves: GKP codes as a Rosetta stone
J. Conrad, A. G. Burchards, S. T. Flammia
arXiv:2407.03270
Localized statistics decoding: A parallel decoding algorithm for quantum low-density parity-check codes
T. Hillmann, L. Berent, A. O. Quintavalle, J. Eisert, R. Wille, J. Roffe
arXiv:2406.18655
On the relation between trainability and dequantization of variational quantum learning models
E. Gil-Fuster, C. Gyurik, A. Pérez-Salinas, V. Dunjko
arXiv:2406.07072
Online learning of quantum processes
A. Raza, M. C. Caro, J. Eisert, S. Khatri
arXiv:2406.04250
Learning topological states from randomized measurements using variational tensor network tomography
Y. Teng, R. Samajdar, K. Van Kirk, F. Wilde, S. Sachdev, J. Eisert, R. Sweke, K. Najafi
arXiv:2406.00193
Principal eigenstate classical shadows
D. Grier, H. Pashayan, L. Schaeffer
arXiv:2405.13939
Efficient distributed inner product estimation via Pauli samplingM. Hinsche, M. Ioannou, S. Jerbi, L. Leone, J. Eisert, J. Carrasco
arXiv:2405.06544
Learning quantum states of continuous variable systems
F. Anna Mele, A. Anna Mele, L. Bittel, J. Eisert, V. Giovannetti, L. Lami, L. Leone, S. F. E. Oliviero
arXiv:2405.01431
Tensor network analysis of the maple-leaf antiferromagnet spangolite
P. Schmoll, H. O. Jeschke, Y. Iqbal
arXiv:2404.14905
Magic-induced computational separation in entanglement theory
A. Gu, S. F.E. Oliviero, L. Leone
arXiv:2403.19610
Noise-induced shallow circuits and absence of barren plateaus
A. Anna Mele, A. Angrisani, S. Ghosh, S. Khatri, J. Eisert, D. Stilck França, Y. Quek
arXiv:2403.13927
Low-overhead non-Clifford topological fault-tolerant circuits for all non-chiral Abelian topological phases
A. Bauer
arXiv:2403.12119
Gravitational back-reaction is the holographic dual of magicC.J. Cao, G. Cheng, A. Hamma, L. Leone, W. Munizzi, S. F. E. Oliviero
arXiv:2403.07056
Noise-mitigated randomized measurements and self-calibrating shadow estimation
E. Onorati, J. Kitzinger, J. Helsen, M. Ioannou, A. H. Werner, I. Roth, J. Eisert
arXiv:2403.04751
Hamiltonian property testing
A. Bluhm, M. C. Caro, A. Oufkir
arXiv:2403.02968
On the locality of qubit encodings of local fermionic modes
T. Guaita
arXiv:2401.10077
Advantage of multi-partite entanglement for quantum cryptography over long and short ranged networks
J. Memmen, J. Eisert, N. Walk
arXiv:2312.13376
Hamiltonian truncation tensor networks for quantum field theories
P. Schmoll. J. Naumann, A. Nietner, J. Eisert, S. Sotiriadis
arXiv:2312.12506- Unifying (quantum) statistical and parametrized (quantum) algorithms
A. Nietner
arXiv:2310.17716
Distribution and volume based scoring for isolation forests
H. Dhouib, A. Wilms, P. Boes
arXiv:2309.11450- Using deep learning to construct stochastic local search SAT solvers with performance bounds
M. Kramer, P. Boes
arXiv:2309.11452
Dissipation-enabled bosonic Hamiltonian learning via new information-propagation bounds
T. Möbus, A. Bluhm, M. C. Caro, A. H. Werner, C. Rouzé
arXiv:2307.15026
Floquetifying the colour code
A. Townsend-Teague, J. M. de la Fuente, M. Kesselring
arXiv:2307.11136
Quantum metrology in the finite-sample regime
J. J. Meyer, S. Khatri, D. Stilck França, J. Eisert, P. Faist
arXiv:2307.06370- Free fermion distributions are hard to learn
A. Nietner
arXiv:2306.04731
The foliage partition: An easy-to-compute LC-invariant for graph states
A. Burchardt, F. Hahn
arXiv:2305.07645- On the average-case complexity of learning output distributions of quantum circuits
A. Nietner, M. Ioannou, R. Sweke, R. Kueng, J. Eisert, M. Hinsche, J. Haferkamp
arXiv:2305.05765 - Unitary averaging with fault and loss tolerance
R. J. Marshman, D. Singh, T. C. Ralph, A. P. Lund
arXiv:2304.14637
Lower bounds to variational problems with guarantees
J. Eisert
arXiv:2301.06142
The thermodynamic uncertainty theorem
K. J. Ray, A. B. Boyd, G. Guarnieri, J. P. Crutchfield
arXiv:2210.00914
Scalably learning quantum many-body Hamiltonians from dynamical data
F. Wilde, A. Kshetrimayum, I. Roth, D. Hangleiter, R. Sweke, J. Eisert
arXiv:2209.14328
Tensor types and their use in physics
A. Bauer, A. Nietner
arXiv:2208.01135- A route towards engineering many-body localization in real materials
A. Nietner, A. Kshetrimayum, J. Eisert, B. Lake
arXiv:2207.10696 - Equivalence in delegated quantum computing
F. Wiesner, J. Eisert, A. Pappa
arXiv:2206.07469 - Topical white paper: A case for quantum memories in space
M. Gündoğan, T. Jennewein, F. K. Asadi, E. Da Ros, E. Sağlamyürek, D. Oblak, T. Vogl, D. Rieländer, J. Sidhu, S. Grandi, L. Mazzarella, J. Wallnöfer, P. Ledingham, L. LeBlanc, M. Mazzera, M. Mohageg, J. Wolters, A. Ling, M. Atatüre, H. de Riedmatten, D. Oi, C. Simon, M. Krutzik
arXiv:2111.09595
Guaranteed blind deconvolution and demixing via hierarchically sparse reconstruction
A. Flinth, I. Roth, B. Groß, J. Eisert, G. Wunder
arXiv:2111.03486
Learnability of the output distributions of local quantum circuits
M. Hinsche, M. Ioannou, A. Nietner, J. Haferkamp, Y. Quek, D. Hangleiter, J.-P. Seifert, J. Eisert, R. Sweke
arXiv:2110.05517- Towards overcoming the entanglement barrier when simulating long-time evolution
C. Krumnow, J. Eisert, Ö. Legeza
arXiv:1904.11999