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Information on the principal investigator and host institution

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Searching for free rare earth and rare earth free permanent magnets using machine learning

2021/41/B/ST5/02894

Keywords:

permanent magnets magnetic materials DFT calculations magnetocrystalline anisotropy Monte Carlo simulations machine learning

Descriptors:

  • ST5_010:
  • ST5_008:

Panel:

ST5 - Materials: materials synthesis, structure-properties relations, advanced and functional materials with designed properties, (macro)molecular architecture, material engineering

Host institution :

Instytut Fizyki Molekularnej PAN

woj. wielkopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Mirosław Mateusz Werwiński 

Number of co-investigators in the project: 8

Call: OPUS 21 - announced on 2021-03-15

Amount awarded: 1 994 600 PLN

Project start date (Y-m-d): 2022-06-01

Project end date (Y-m-d): 2028-05-31

Project duration:: 72 months (the same as in the proposal)

Project status: Pending project

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 (4)
  1. Magnetic hardness of hexagonal and orthorhombic Fe3C, Co3C, (Fe–Co)3C, and their alloys with boron, nitrogen, and transition metals: A first-principles study
    Authors:
    J. Snarski-Adamski, M. Werwiński, J. Rychły-Gruszecka
    Academic press:
    APL Materials (rok: 2025, tom: 13, strony: 21117), Wydawca: American Institute of Physics (AIP)
    Status:
    Published
    DOI:
    10.1063/5.0243334 - link to the publication
  2. Emergence of Ferromagnetic State Due to Structural Disorder in Pseudo-binary Ce(Fe0.9Co0.1)2 Compound
    Authors:
    A. Musiał, M. Pugaczowa-Michalska, N. Lindner, Z. Śniadecki
    Academic press:
    Metallurgical and Materials Transactions A (rok: 2025, tom: 56, strony: 1983), Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1007/s11661-025-07751-2 - link to the publication
  3. Cluster Glass Behavior and Magnetocaloric Effect in the Hexagonal Polymorph of Disordered Ce2PdGe3
    Authors:
    L.S. Litzbarski, K. Balcarek, A. Bajorek, T. Klimczuk, M.J. Winiarski, K. Synoradzki
    Academic press:
    Physica Status Solidi (b) (rok: 2025, tom: 262, strony: 2400622), Wydawca: Wiley-VCH GmbH
    Status:
    Published
    DOI:
    10.1002/pssb.202400622 - link to the publication
  4. J. Snarski-Adamski, M. Werwiński, Searching for magnetically hard monoborides (and finding a few): A first- principles investigation
    Authors:
    J. Snarski-Adamski, M. Werwiński
    Academic press:
    Journal of Magnetism and Magnetic Materials (rok: 2025, tom: 629, strony: 173204), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.jmmm.2025.173204 - link to the publication

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