Javier Dominguez
Department:
Nomaten
Personal webpage:
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:
- 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)
- 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
