Javier Dominguez

Department: 
Nomaten
Personal webpage: 

http://nomaten.ncbj.gov.pl/

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