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PhD Candidate in Neural Network-based Modeling for Molecule and Material Design

2 maanden geleden


Amsterdam, Noord-Holland, Nederland Universiteit van Amsterdam Voltijd
Job Description

We are seeking a highly motivated PhD candidate to join our research group in Computational Chemistry at the Universiteit van Amsterdam. The successful candidate will work on developing and applying a state-of-the-art computational framework for studying electro-catalytic reactions and designing improved catalyst materials.

Key Responsibilities:
  • Develop a protocol for setting up, training, and applying neural network potential based molecular dynamics simulations for catalyst screening;
  • Develop and apply machine learning techniques, e.g. based on "Collective Variable Free Sampling of Molecular Transition Paths", to obtain reaction free landscapes;
  • Improve the integrated models for investigation of electron and proton transfer reactions at catalyst materials;
  • Propose new catalyst materials, working conditions, and experiments to our collaborators.
Requirements:
  • A Master's degree in science, preferably in chemistry, chemical engineering, physics, engineering physics, materials science, computational science, or artificial intelligence with a specialization in natural science;
  • Experience with molecular simulation is preferred;
  • Experience with machine learning is preferred;
  • Good programming skills;
  • Excellent communication skills in oral and written English;
  • Strong initiative and good time management skills;
  • Interest in collaborating with students, PhDs and postdoctoral researchers in related projects and research groups within and outside the Netherlands.
What We Offer:
  • A temporary contract for 38 hours per week for the duration of four years;
  • A gross monthly salary ranging from €2, in the first year to €3, in the last year;
  • A favourable tax agreement, the '30% ruling', may apply to non-Dutch applicants;
  • A complete educational program for PhD students;
  • Multiple courses on topics such as leadership for academic staff, time management, handling stress, and an online learning platform with + different courses;
  • 7 weeks birth leave (partner leave) with % salary;
  • Partly paid parental leave;
  • The possibility to set up a workplace at home;
  • A pension at ABP for which UvA pays two third part of the contribution;
  • The possibility to follow courses to learn Dutch.