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Accurate and approximate algorithms for large-scale stochastic simulation

2012/07/D/ST6/02488

Keywords

Descriptors

  • ST6_12: Obliczenia naukowe, narzędzia modelowania i symulacji

Panel

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

Host institution

Uniwersytet Przyrodniczo-Humanistyczny w Siedlcach, Wydział Nauk Ścisłych

Voivodeship: mazowieckie

Other projects carried out by the institution »

Principal investigator (from the host institution)

dr Anna Wawrzyńczak-Szaban

Number of co-investigators in the project: 6

Call

SONATA 4 – announced on 2012-09-15

Amount awarded
355 131 PLN
Project start date
2013-07-09
Project end date
2018-10-08
Project duration
63 months (the same as in the proposal)
Project status
Project settled

Equipment purchased [PL]

  1. Komputer. Cost: 18 000 PLN

Information in the final report

Publication in academic press/journals (9)

  1. Stochastic approach to the numerical solution of the non-stationary Parker's transport equation

    Authors:
    A. Wawrzynczak, R. Modzelewska, A. Gil
    Academic press:
    Journal of Physics: Conference Series (year: 2015, volume: 574, pages: 12078), Publisher: IOP Science
    Status:
    Published
    DOI:
    10.1088/1742-6596/574/1/012078 – link to the publication

  2. Pecularities of cosmic ray modulation in the solar minimum 23/24

    Authors:
    Alania, M.V., Modzelewska R., Wawrzynczak A.
    Academic press:
    Journal of Geophysical Research: Space Physics (year: 2014, volume: vol.119 issue6, pages: 4164-4174), Publisher: AGU
    Status:
    Published
    DOI:
    10.1002/2013JA019500. – link to the publication

  3. The stochastic modeling of the short-time variations of the galactic cosmic rays

    Authors:
    A. Wawrzynczak ; R. Modzelewska
    Academic press:
    Journal of Physics: Conference Series (year: 2016, volume: 738, pages: 12001), Publisher: IOPscience
    Status:
    Published
    DOI:
    10.1088/1742-6596/738/1/012001 – link to the publication

  4. Approximate Bayesian Computation in the estimation of the parameters of the Forbush decrease model

    Authors:
    A. Wawrzynczak, P. Kopka
    Academic press:
    Journal of Physics: Conference Series (year: 2017, volume: 936, pages: 12088), Publisher: IOP Science
    Status:
    Published
    DOI:
    10.1088/1742-6596/936/1/012088 – link to the publication

  5. Numerical methods for solution of the stochastic differential equations equivalent to the non-stationary Parkers transport equation

    Authors:
    A. Wawrzynczak, R. Modzelewska, M. Kluczek,
    Academic press:
    Journal of Physics: Conference Series (year: 2015, volume: 633, pages: 1742-6596), Publisher: IOP Science
    Status:
    Published
    DOI:
    10.1088/1742-6596/633/1/012058 – link to the publication

  6. A stochastic method of solution of the Parker transport equation

    Authors:
    A. Wawrzynczak, R. Modzelewska, A. Gil
    Academic press:
    Journal of Physics: Conference Series (year: 2015, volume: 632, pages: 1742-6596), Publisher: IOP Science
    Status:
    Published
    DOI:
    10.1088/1742-6596/632/1/012084 – link to the publication

  7. Heliospheric modulation of cosmic rays during the neutron monitor era: Calibration using PAMELA data for 2006–2010

    Authors:
    I. G. Usoskin, A. Gil, G. A. Kovaltsov, A. L. Mishev , . V.V. Mikhailov
    Academic press:
    Journal of Geophysical Research: Space Physics (year: 2017, volume: 122, pages: 3875-3887), Publisher: AGU Publications
    Status:
    Published
    DOI:
    10.1002/2016JA023819 – link to the publication

  8. Framework for stochastic identification of atmospheric contamination source in an urban area

    Authors:
    P. Kopka, A. Wawrzynczak
    Academic press:
    Atmospheric Environment (year: 2018, volume: 195, pages: 63-77), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.atmosenv.2018.09.035 – link to the publication

  9. Approximate Bayesian Computation for Estimating Parameters of Data-Consistent Forbush Decrease Model

    Authors:
    A. Wawrzynczak, P. Kopka
    Academic press:
    Entropy (year: 2018, volume: 20(8), pages: 622), Publisher: MDPI
    Status:
    Published
    DOI:
    10.3390/e20080622 – link to the publication

Articles in post-conference publications (7)

  1. Method for the Forward in Time Solution of the Fokker-Plan k Equation in Two Dimensional Space

    Authors:
    A. Wawrzynczak, R. Modzelewska, A. Gil
    Conference:
    International Workshop on Computer Algebra Systems in Teaching and Research (CASTR'17) (year: 2018, pages: 88-103), Publisher: Uniwersytet Przyrodniczo-Humanistyczny w Siedlcach
    Date:
    conference 18 – 22 Październik 2017
    Status:
    Published

  2. The Algorithm of Area Optimization by Layers and Binary Classification with Use of Three State 2D Cellular Automata

    Authors:
    M. Szaban, A. Wawrzynczak
    Conference:
    ICCAIRO: International Conference on Control, Artificial Intelligence, Robotics and Optimization (year: 2018, pages: 283-288), Publisher: CPS
    Date:
    conference 19-21 Maj 2018
    Status:
    Published

  3. Algorithms for Forward and Backward Solution of the Fokker-Planck Equation in the Heliospheric Transport of Cosmic Rays

    Authors:
    A. Wawrzynczak, R. Modzelewska, A. Gil
    Conference:
    12th International Conference on Parallel Processing and Applied Mathematics, PPAM 2017 (year: 2018, pages: 14-23), Publisher: Springer International Publishing
    Date:
    conference Wrzesień,10-13, 2017
    Status:
    Published

  4. Solution of the stochastic differential equations equivalent to the non-stationary Parker transport equation by the strong order numerical methods

    Authors:
    A.Wawrzynczak, R. Modzelewska
    Conference:
    6th International Conference on Numerical Analysis and Its Applications (year: 2017, pages: 744-751), Publisher: Springer
    Date:
    conference Czerwiec 15-22, 2016
    Status:
    Published
    DOI:
    link to the publication

  5. Parallelizing the code of the Fokker-Planck equation solution by stochastic approach in Julia programming language

    Authors:
    Anna Wawrzynczak
    Conference:
    Federated Conference on Computer Science and Information Systems (year: 2018, pages: 115–120), Publisher: Polskie Towarzystwo Informatyczne
    Date:
    conference 9-12 wrzesień 2018
    Status:
    Published
    DOI:
    link to the publication

  6. Testing the Algorithm of Area Optimization by Binary Classification with Use of Three State 2D Cellular Automata in Layers

    Authors:
    M. Szaban, A. Wawrzynczak
    Conference:
    Federated Conference on Computer Science and Information Systems (year: 2018, pages: 81–84), Publisher: Polskie Towarzystwo Informatyczne
    Date:
    conference 9-12 wrzesień 2018
    Status:
    Published
    DOI:
    link to the publication

  7. Solving the stochastic differential equations equivalent to Parker's transport equation by the various numerical methods. Model of the 27-day variation of cosmic rays

    Authors:
    A.Wawrzyńczak, R. Modzelewska, A. Gil, M. Kluczek
    Conference:
    International Workshop on Computer Algebra Systems in Teaching and Research (year: 2015, pages: 269-281), Publisher: Siedlce University of Natural Sciences and Humanitie
    Date:
    conference 21-22 Październik 2015
    Status:
    Published

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