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Information of the project and the call

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Wykorzystanie uczenia maszynowego w informatyce kwantowej

2018/28/T/ST6/00429

Keywords:

Descriptors:

  • ST6_5: Cryptography, security, privacy, quantum computing
  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems
  • ST2_15: Metrology and measurement methods

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Instytut Informatyki Teoretycznej i Stosowanej Polskiej Akademii Nauk

woj. śląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Mateusz Ostaszewski 

Number of co-investigators in the project: 2

Call: ETIUDA 6 - announced on 2017-12-15

Amount awarded: 89 481 PLN

Project start date (Y-m-d): 2018-10-01

Project end date (Y-m-d): 2019-09-30

Project duration:: 12 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (3)
  1. Geometrical versus time-series representation of data in quantum control learning
    Authors:
    Mateusz Ostaszewski, Jarosław Adam Miszczak, Przemysław Sadowski
    Academic press:
    Journal of Physics A: Mathematical and Theoretical (rok: 2020, tom: 53, strony: 195301), Wydawca: IOPscience
    Status:
    Published
    DOI:
    10.1088/1751-8121/ab8244 - link to the publication
  2. Structure optimization for parameterized quantum circuits
    Authors:
    Mateusz Ostaszewski, Edward Grant, Marcello Benedetti
    Academic press:
    Quantum (rok: 2021, tom: 5, strony: 391), Wydawca: VEREIN FORDERUNG OPEN ACCESS PUBLIZIERENS QUANTENWISSENSCHAF, BOLTZMANNGASSE 3, WIEN, 1090, AUSTRIA
    Status:
    Published
    DOI:
    10.22331/q-2021-01-28-391 - link to the publication
  3. An initialization strategy for addressing barren plateaus in parametrized quantum circuits
    Authors:
    Edward Grant, Leonard Wossnig, Mateusz Ostaszewski, Marcello Benedetti
    Academic press:
    Quantum (rok: 2019, tom: 3, strony: 214), Wydawca: VEREIN FORDERUNG OPEN ACCESS PUBLIZIERENS QUANTENWISSENSCHAF, BOLTZMANNGASSE 3, WIEN, 1090, AUSTRIA
    Status:
    Published
    DOI:
    10.22331/q-2019-12-09-214 - link to the publication

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