Postdoctoral Researcher in Reactive Scattering with Electronic Friction

4 weken geleden


Leiden, Zuid-Holland, Nederland Universiteit Leiden Voltijd

The Faculty of Science at Leiden University is seeking a highly skilled postdoctoral researcher to join our team in the field of theoretical chemistry. The successful candidate will be working on a project focused on reactive scattering with electronic friction, a topic of great interest in the field of surface science.

The project involves the development and implementation of a new machine-learning model to represent the tensorial electronic friction coefficients of diatomic molecules on metal surfaces. This requires a strong background in density functional theory calculations, ideally for adsorption on metal surfaces, as well as a good understanding of molecular dynamics and machine learning.

The ideal candidate will have a PhD in a relevant field and proven skills in programming languages such as Python and Fortran or C. Prior knowledge of machine learning and its applications in computational chemistry is also desirable.

The position starts by September 1st or earlier upon mutual agreement and is initially for 12 months, with the possibility of extension. The salary is in accordance with the Collective Labour Agreement for Dutch Universities.

Leiden University offers a dynamic and international environment, with access to state-of-the-art computational resources and a strong team of researchers. The successful candidate will have the opportunity to work on a cutting-edge project and contribute to the advancement of our understanding of reactive scattering with electronic friction.

Key responsibilities:

  • Develop and implement a new machine-learning model to represent the tensorial electronic friction coefficients of diatomic molecules on metal surfaces.
  • Conduct density functional theory calculations and molecular dynamics simulations to validate the model.
  • Collaborate with the research team to integrate the model into our existing research framework.

Key qualifications:

  • PhD in a relevant field, such as theoretical chemistry or physics.
  • Strong background in density functional theory calculations, ideally for adsorption on metal surfaces.
  • Good understanding of molecular dynamics and machine learning.
  • Proven skills in programming languages such as Python and Fortran or C.

Leiden University is an equal opportunities employer. We are committed to diversity and inclusion and welcome applications from candidates from diverse backgrounds.



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