Open Quantum Neural Networks: from Fundamental Concepts to Implementations with Atoms and Photons

Informazioni relative al progetto

QNets

ID dell’accordo di sovvenzione: 804247

DOI 10.3030/804247

Data della firma CE 4 Settembre 2018

Data di avvio 1 Ottobre 2019

Data di completamento 30 Settembre 2024

Finanziato da

• EXCELLENT SCIENCE - European Research Council (ERC)

Costo totale € 1 486 439,00

Contributo UE € 1 486 439,00

Coordinato da

FORSCHUNGSZENTRUM JULICH GMBH
Germany

Pubblicazioni

Peer reviewed articles (8)

Experimental Bayesian Calibration of Trapped-Ion Entangling Operations

Autori: Lukas Gerster, Fernando Martínez-García ,Pavel Hrmo , Martin W. van Mourik ,Benjamin Wilhelm, Davide Vodola, Markus Müller, Rainer Blatt, Philipp Schindler, and Thomas Monz
Pubblicato in: PRX Quantum, 2022, ISSN 2691-3399
Editore: American Physical Society

Characterizing Quantum Instruments: From Nondemolition Measurements to Quantum Error Correction

Autori: Roman Stricker; Davide Vodola; Alexander Erhard; Lukas Postler; Michael Meth; Martin Ringbauer; Philipp Schindler; Rainer Blatt; Markus Müller; Thomas Monz
Pubblicato in: PRX Quantum, Numero 2, 2022, ISSN 2691-3399
Editore: American Physical Society
DOI: 10.18154/rwth-2022-08526

Engineered dissipation induced entanglement transition in quantum spin chains: from logarithmic growth to area law

Autori: Thomas Botzung; Thomas Botzung; Sebastian Diehl; Markus Müller; Markus Müller
Pubblicato in: Phys. Rev. B, Numero 104, 184422, 2021, ISSN 2469-9950
Editore: American Institute of Physics
DOI: 10.1103/physrevb.104.184422

Self-Trapped Polarons and Topological Defects in a Topological Mott Insulator

Autori: Sergi Julià-Farré, Markus Müller, Maciej Lewenstein, Alexandre Dauphin
Pubblicato in: Physical Review Letters, Numero 125/24, 2020, ISSN 0031-9007
Editore: American Physical Society
DOI: 10.1103/physrevlett.125.240601

Efficient and Robust Certification of Genuine Multipartite Entanglement in Noisy Quantum Error Correction Circuits

Autori: Andrea Rodriguez-Blanco, Alejandro Bermudez, Markus Müller, Farid Shahandeh
Pubblicato in: PRX Quantum, Numero 2/2, 2021, ISSN 2691-3399
Editore: American Physical Society (APS)
DOI: 10.1103/prxquantum.2.020304

Phase diagram of quantum generalized Potts-Hopfield neural networks

Autori: Eliana Fiorelli; Igor Lesanovsky; Markus Müller
Pubblicato in: New Journal of Physics, Numero 24, 033012, 2022, ISSN 1367-2630
Editore: Institute of Physics Publishing
DOI: 10.1088/1367-2630/ac5490

Fault-tolerant parity readout on a shuttling-based trapped-ion quantum computer

Autori: J. Hilder; D. Pijn; O. Onishchenko; A. Stahl; M. Orth; B. Lekitsch; A. Rodriguez-Blanco; M. Müller; F. Schmidt-Kaler; U. G. Poschinger
Pubblicato in: Physical Review X, Numero 12, 011032, 2022, ISSN 2160-3308
Editore: American Physical Society
DOI: 10.1103/physrevx.12.011032

Scalable characterization of localizable entanglement in noisy topological quantum codes

Autori: David Amaro, Markus Müller, Amit Kumar Pal
Pubblicato in: New Journal of Physics, Numero 22/5, 2020, Pagina/e 053038, ISSN 1367-2630
Editore: Institute of Physics Publishing
DOI: 10.1088/1367-2630/ab84b3

Other (3)

Quantum Error Correction with Quantum Autoencoders

Autori: David F. Locher, Lorenzo Cardarelli, and Markus Mueller
Pubblicato in: arXiv, 2022
Editore: arXiv

Optimal storage capacity of quantum Hopfield neural networks

Autori: Lukas Bodeker, Eliana Fiorelli, and Markus Mueller
Pubblicato in: arXiv, 2022
Editore: arXiv

Accessing the topological Mott insulator in cold atom quantum simulators with realistic Rydberg dressing

Autori: Lorenzo Cardarelli, Sergi Julia Farre, Maciej Lewenstein, Alexandre Dauphin, and Markus Mueller
Pubblicato in: arXiv, 2022
Editore: arXiv