Explore the words cloud of the Q-ANNTENNA project. It provides you a very rough idea of what is the project "Q-ANNTENNA" about.
The following table provides information about the project.
Coordinator |
MAX-PLANCK-GESELLSCHAFT ZUR FORDERUNG DER WISSENSCHAFTEN EV
Organization address contact info |
Coordinator Country | Germany [DE] |
Project website | https://www.cordis.europa.eu/project/rcn/208946/factsheet/en |
Total cost | 159˙460 € |
EC max contribution | 159˙460 € (100%) |
Programme |
1. H2020-EU.1.3.2. (Nurturing excellence by means of cross-border and cross-sector mobility) |
Code Call | H2020-MSCA-IF-2016 |
Funding Scheme | MSCA-IF-EF-ST |
Starting year | 2017 |
Duration (year-month-day) | from 2017-04-01 to 2019-03-31 |
Take a look of project's partnership.
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1 | MAX-PLANCK-GESELLSCHAFT ZUR FORDERUNG DER WISSENSCHAFTEN EV | DE (MUENCHEN) | coordinator | 159˙460.00 |
During the recent years, modern machine learning (ML) has sparked a revolution in areas so diverse as computer vision, voice recognition, medical diagnosis and finance. On its own, quantum information processing (QIP) has also gained tremendous momentum and a novel field, quantum machine learning (QML), has emerged from the intersection of the two disciplines. Interestingly, much of the understanding underlying the last revolution of ML is strongly connected to insights gained from condensed matter and statistical physics. It is then natural to use well-understood techniques to describe quantum many-body systems, namely, tensor networks (TN) in the context of ML. The objective of Q-ANNTENNA is to develop a thorough understanding between ML processes and TN. The action will involve state-of-the-art theoretical research at the frontiers of QIP, TN and ML: (1) describing ML processes within the TN formalism, (2) importing TN insights into ML, (3) studying the renormalization process and (4) assessing physical implementations. The experienced researcher, Dr. Jordi Tura, is an expert in QIP in many-body systems. The supervisor, Prof. J. I. Cirac, is a world-expert in QIP, TN and quantum computation, head of the Theory division of the Max Planck Institute of Quantum Optics (MPQ) since 2001. The combined expertise between the fellow and the host is uniquely suited to establish Q-ANNTENNA as a ground-breaking framework for understanding the connections between QIP, ML and TN. The action has a tremendous potential impact onto industry and prospects for patents are likely. In addition, it will contribute to EU’s excellence in QML research, where North America is leading industrial and scientific efforts –by far. The action will greatly increase the applicant’s mobility within EU, create a large network of collaborators for him and MPQ and shape his future career options, with the long-term goal of becoming an independent scientist and establishing his own research group.
year | authors and title | journal | last update |
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2017 |
Matteo Fadel, Jordi Tura Bounding the Set of Classical Correlations of a Many-Body System published pages: 230402, ISSN: 0031-9007, DOI: 10.1103/physrevlett.119.230402 |
Physical Review Letters 119/23 | 2019-07-19 |
2017 |
Alexia Salavrakos, Remigiusz Augusiak, Jordi Tura, Peter Wittek, Antonio AcÃn, Stefano Pironio Bell Inequalities Tailored to Maximally Entangled States published pages: 40402, ISSN: 0031-9007, DOI: 10.1103/physrevlett.119.040402 |
Physical Review Letters 119/4 | 2019-07-19 |
2018 |
Matteo Fadel, Jordi Tura Bell correlations at finite temperature published pages: 107, ISSN: 2521-327X, DOI: 10.22331/q-2018-11-19-107 |
Quantum 2 | 2019-07-19 |
2018 |
Jędrzej Kaniewski, Ivan Šupić, Jordi Tura, Flavio Baccari, Alexia Salavrakos, Remigiusz Augusiak Maximal nonlocality from maximal entanglement and mutually unbiased bases, and self-testing of two-qutrit quantum systems published pages: , ISSN: , DOI: |
arXiv | 2019-07-19 |
2019 |
Jordi Tura, Albert Aloy, Flavio Baccari, Antonio AcÃn, Maciej Lewenstein, Remigiusz Augusiak Optimization of device-independent witnesses of entanglement depth from two-body correlators published pages: , ISSN: , DOI: |
arXiv | 2019-07-19 |
2018 |
Jianwei Wang, Stefano Paesani, Yunhong Ding, Raffaele Santagati, Paul Skrzypczyk, Alexia Salavrakos, Jordi Tura, Remigiusz Augusiak, Laura ManÄinska, Davide Bacco, Damien Bonneau, Joshua W. Silverstone, Qihuang Gong, Antonio AcÃn, Karsten Rottwitt, Leif K. Oxenløwe, Jeremy L. O’Brien, Anthony Laing, Mark G. Thompson Multidimensional quantum entanglement with large-scale integrated optics published pages: 285-291, ISSN: 0036-8075, DOI: 10.1126/science.aar7053 |
Science 360/6386 | 2019-07-19 |
2018 |
Jordi Tura, Albert Aloy, Ruben Quesada, Maciej Lewenstein, Anna Sanpera Separability of diagonal symmetric states: a quadratic conic optimization problem published pages: 45, ISSN: 2521-327X, DOI: 10.22331/q-2018-01-12-45 |
Quantum 2 | 2019-07-19 |
2018 |
Albert Aloy, Jordi Tura, Flavio Baccari, Antonio AcÃn, Maciej Lewenstein, Remigiusz Augusiak Device-Independent Witnesses of Entanglement Depth from two-body correlators published pages: , ISSN: , DOI: |
arXiv | 2019-07-19 |
2018 |
F. Baccari, R. Augusiak, I. Å upić, J. Tura, A. AcÃn Scalable Bell inequalities for qubit graph states and robust self-testing published pages: , ISSN: , DOI: |
arXiv | 2019-07-19 |
2019 |
Yimin Ge, Jordi Tura, J. Ignacio Cirac Faster ground state preparation and high-precision ground energy estimation with fewer qubits published pages: 22202, ISSN: 0022-2488, DOI: 10.1063/1.5027484 |
Journal of Mathematical Physics 60/2 | 2019-07-19 |
2018 |
C. Abellán, A. AcÃn, A. Alarcón, O. Alibart, C. K. Andersen, F. Andreoli, A. Beckert, F. A. Beduini, A. Bendersky, M. Bentivegna, P. Bierhorst, D. Burchardt, A. Cabello, J. Cariñe, S. Carrasco, G. Carvacho, D. Cavalcanti, R. Chaves, J. Cortés-Vega, A. Cuevas, A. Delgado, H. de Riedmatten, C. Eichler, P. Farrera, J. Fuenzalida, M. GarcÃa-Matos, R. Garthoff, S. Gasparinetti, T. Gerrits, F. Ghafari Jouneghani, S. Glancy, E. S. Gómez, P. González, J.-Y. Guan, J. Handsteiner, J. Heinsoo, G. Heinze, A. Hirschmann, O. Jiménez, F. Kaiser, E. Knill, L. T. Knoll, S. Krinner, P. Kurpiers, M. A. Larotonda, J.-Ã…. Larsson, A. Lenhard, H. Li, M.-H. Li, G. Lima, B. Liu, Y. Liu, I. H. López Grande, T. Lunghi, X. Ma, O. S. Magaña-Loaiza, P. Magnard, A. Magnoni, M. MartÃ-Prieto, D. MartÃnez, P. Mataloni, A. Mattar, M. Mazzera, R. P. Mirin, M. W. Mitchell, S. Nam, M. Oppliger, J.-W. Pan, R. B. Patel, G. J. Pryde, D. Rauch, K. Redeker, D. Rieländer, M. Ringbauer, T. Roberson, W. Rosenfeld, Y. Salathé, L. Santodonato, G. Sauder, T. Scheidl, C. T. Schmiegelow, F. Sciarrino, A. Seri, L. K. Shalm, S.-C. Shi, S. Slussarenko, M. J. Stevens, S. Tanzilli, F. Toledo, J. Tura, R. Ursin, P. Vergyris, V. B. Verma, T. Walter, A. Wallraff, Z. Wang, H. Weinfurter, M. M. Weston, A. G. White, C. Wu, G. B. Xavier, L. You, X. Yuan, A. Zeilinger, Q. Zhang, W. Zhang & J. Zhong Challenging local realism with human choices published pages: 212-216, ISSN: 0028-0836, DOI: 10.1038/s41586-018-0085-3 |
Nature 557/7704 | 2019-07-19 |
2018 |
R. Augusiak, M. Demianowicz, J. Tura Constructing genuinely entangled multipartite states with applications to local hidden variables and local hidden states models published pages: 12321, ISSN: 2469-9926, DOI: 10.1103/physreva.98.012321 |
Physical Review A 98/1 | 2019-07-19 |
2018 |
Flavio Baccari, Jordi Tura, Matteo Fadel, Albert Aloy, Jean-Daniel Bancal, Nicolas Sangouard, Maciej Lewenstein, Antonio AcÃn, Remigiusz Augusiak Bell correlations depth in many-body systems published pages: , ISSN: , DOI: |
arXiv | 2019-07-19 |
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