Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

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Random matrices in relation to information measures.

2016/21/D/ST2/01142

Keywords:

Random Matrix Theory Information Measures Stochastic Processes

Descriptors:

  • ST1_12: Mathematical methods of physics
  • ST2_17: Complex systems
  • ST2_18: Acoustics

Panel:

ST2 - Fundamental constituents of matter: particle, nuclear, plasma, atomic, molecular, gas and optical physics

Host institution :

Uniwersytet Jagielloński, Wydział Fizyki, Astronomii i Informatyki Stosowanej

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Piotr Warchoł 

Number of co-investigators in the project: 1

Call: SONATA 11 - announced on 2016-03-15

Amount awarded: 390 000 PLN

Project start date (Y-m-d): 2017-04-03

Project end date (Y-m-d): 2019-07-02

Project duration:: 27 months (the same as in the proposal)

Project status: Project settled

Project description

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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 (2)
  • Articles in post-conference publications (1)
  1. Buses of Cuernavaca - an agent-based model for universal random matrix behavior minimizing mutual information
    Authors:
    Piotr Warchoł
    Academic press:
    Journal of Physics A: Mathematical and Theoretical (rok: 2018, tom: 51, strony: 265101), Wydawca: IOP Publishing
    Status:
    Published
    DOI:
    10.1088/1751-8121/aac39d - link to the publication
  2. Full Dysonian dynamics of the complex Ginibre ensemble
    Authors:
    Jacek Grela, Piotr Warchoł
    Academic press:
    Journal of Physics A: Mathematical and Theoretical (rok: 2018, tom: 51, strony: 425203), Wydawca: IOP Publishing
    Status:
    Published
    DOI:
    10.1088/1751-8121/aadd54 - link to the publication
  1. Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function
    Authors:
    Wojciech Tarnowski, Piotr Warchoł, Stanisław Jastrzębski, Jacek Tabor, Maciej A. Nowak
    Conference:
    The 22nd International Conference on Artificial Intelligence and Statistics (rok: 2018, ), Wydawca: Proceedings of Machine Learning Research
    Data:
    konferencja 16-18.04.2019
    Status:
    Published

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