Wykorzystanie uczenia maszynowego w informatyce kwantowej
2018/28/T/ST6/00429
Descriptors
- ST6_5: Kryptologia, prywatność i bezpieczeństwo, informatyka kwantowa
- ST6_7: Sztuczna inteligencja, systemy inteligentne i wieloagentowe
- ST2_15: Fizyka ogólna (mechanika kwantowa, kwantowa informacja, zagadnienia interdyscyplinarne, ...)
Panel
ST6 – Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems
Host institution
Instytut Informatyki Teoretycznej i Stosowanej PAN
Voivodeship: śląskie
Principal investigator (from the host institution)
Number of co-investigators in the project: 2
Call
ETIUDA 6 – announced on 2017-12-15
- Amount awarded
- 89 481 PLN
- Project start date
- 2018-10-01
- Project end date
- 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)
-
An initialization strategy for addressing barren plateaus in parametrized quantum circuits
- Authors:
- Edward Grant, Leonard Wossnig, Mateusz Ostaszewski, Marcello Benedetti
- Academic press:
- Quantum (year: 2019, volume: 3, pages: 214), Publisher: 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
-
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 (year: 2020, volume: 53, pages: 195301), Publisher: IOPscience
- Status:
- Published
- DOI:
- 10.1088/1751-8121/ab8244 – link to the publication
-
Structure optimization for parameterized quantum circuits
- Authors:
- Mateusz Ostaszewski, Edward Grant, Marcello Benedetti
- Academic press:
- Quantum (year: 2021, volume: 5, pages: 391), Publisher: 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