CV industrial academic
General Information
Full Name | Petr Grigorev |
Date of Birth | 3rd December 1989 |
Languages | English (C1), French (A2), Russian (native) |
Experience
- 2020 - present
Post-Doctoral Researcher
Centre Interdisciplinaire de Nanoscience de Marseille, Marseille, France
- Development of novel hybrid ab initio-machine learning (QM/ML) method enabling large scale simulations of extended defects with ab initio accuracy.
- QM/ML study of interaction of point defects with dislocations and kinks in tungsten.
- Coupling of QM/ML approach with advanced sampling techniques for rare event discovery and evaluation aiming at `active learning` type workflow.
- 2017 - 2020
Research Fellow
University of Warwick, Coventry, United Kingdom
- Development and validation of hybrid ab initio-molecular mechanics (QM/MM) method.
- QM/MM studies of screw dislocation glide and crack propagation in tungsten in presence of hydrogen.
- Development of machine learning potentials, uncertainty quantification and propagation.
- 2012 - 2017
Ph.D. Student
Belgian Nuclear Research Centre SCK•CEN, Mol, Belgium
- Development of a physical model of dislocation mediated hydrogen retention in tungsten.
- Ab initio calculations, development of classical interatomic potential for W-H-He system and large scale Molecular Dynamics simulations.
- Development of Rate-Theory based model of hydrogen retention under plasma exposure and its validation against experimental results.
Education
- 2017
Ph.D. in Engineering Physics
Ghent University/Complutense University of Madrid
- Thesis: Assessment of retention of plasma components in tungsten under high flux plasma exposure: multi-scale modelling approach
- Supervisors: Dr. Dmitry Terentyev, Dr. Christophe Ortiz
- 2012
Master in Physics
Peter the Great St.Petersburg Polytechnic University
- Thesis: Molecular dynamics study of sputtering of Al, Si and SiC surfaces and nanoclusters by monoatomic and nanocluster beams
- Supervisor: Dr. Evgeny E. Zhurkin
Open Source Projects
- since 2018
matscipy
Materials science with Python at the atomic-scale.
- since 2020
Atomic Simulation Environmen (ASE)
A Python library for working with atoms.
Honors and Awards
- 2020
Warwick Faculty of Science, Engineering and Medicine Post-doctoral Research Prize
Other Interests
- Hobbies: When I manage to get away from my computer I like to do outdoor activites such as hiking, cycling, sailing and snowboarding.