Hydrogen Energy Research Network at NCBJ

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Department/group
  • Nomaten /
Research focus

  • Numerical modeling of nanoindentation of single crystal materials and high entropy metal alloys. Radiation in materials at extreme.

ML expertise

  • Supervised learning with linear regression, Gaussian Approximation Potential Framework.

Relevant publications
    1.  F. J. Dominguez-Gutierrez, J. Byggmaestar, K. Nordlund et al. “On the classification and quantification of crystal defects after energetic bombardment by machine learning molecular dynamics simulations”, Nucl. Mater. and Energy 22, 100724 (2020)
    2. F. J. Dominguez-Gutierrez, J. Byggmaestar, K. Nordlund et al. “Computational study of crystal defects formation in Mo by machine learned molecular dynamics simulations''. Modelling Simul. Mater. Sci. Eng. (2021) . https://doi.org/10.1088/1361-651X/abf152

     



This project has received funding from the European Union Horizon 2020 research and innovation
programme under grant agreement No 857470 and from European Regional Development Fund
via Foundation for Polish Science International Research Agenda PLUS programme grant
No MAB PLUS/2018/8.
Poland
The project is co-financed from the state budget within the framework of the undertaking of the Minister of Science and Higher Education "Support for the activities of Centers of Excellence established under Horizon 2020".

Grant: 5 143 237,70 EUR
Total value: 29 971 365,00 EUR
Date of signing the funding agreement: December 2023

The purpose of the undertaking is to support entities of the higher education and science system that have received funding from the European Union budget in the competition H2020-WIDESPREAD-2018-2020/WIDESPREAD-01-2018-2019: Teaming Phase 2. in the preparation, implementation and updating of activities, maintenance of material resources necessary for carrying out activities, acquisition and modernization of scientific and research apparatus, maintenance and development of personnel potential necessary for the implementation of activities, and dissemination of the results of scientific activities.