PhD-Student (m/f/d) Uncertainty quantification in multiscale materials modelling

Stelle ist zu besetzen ab: 05.07.2024

Beschreibung

The Scientific Computing Center is the Information Technology Center of KIT.

This research topic deals with uncertainty quantification of multiscale materials modeling methods.

• In particularly, you will the coupling of atomistic molecular dynamics with continuum modeling and density functional theory with coarse-grained kinetic Monte Carlo will be investigated in the cases of the following two applications.
• They use the first application "Friction at Solid-Liquid Interfaces", where molecular dynamics is coupled with a continuum solver, methods for local and global sensitivity analysis need to be developed to determine and discriminate the errors caused by the molecular dynamics simulations.
• In the second application, "Single-site catalysis in porous materials", the propagation of different types of uncertainties from density functional theory calculations is investigated by coupled kinetic Monte Carlo (KMC) simulations using global sensitivity analysis.

This position offers the possibility to acquire a PhD degree. This thesis will be carried out in the framework of the interdisciplinary Research Training Group 2450 “Tailored Scale-Bridging Approaches to Computational Nanoscience” in close collaboration with partner PhD students within the training group.

Persönliche Qualifikation

• You have a degree (Master's level) in mathematics or a compatible STEM subject
• Knowledge or experience in at least one of the following methodological areas is an advantage:
  • mathematical modeling
  • machine learning / statistical modeling
  • quantification of uncertainty

We offer you an exciting and varied job within an agile team as well as a wide range of training opportunities and flexible and family-friendly working time models. For more information about SCC as your new work home, please visit https://www.scc.kit.edu/en/aboutus/working-at-scc.php

We are looking forward to your application (Motivations letter / CV / Certificates)!

Salary

Salary category 13, depending on the fulfillment of professional and personal requirements.

Organisationseinheit

Scientific Computing Center (SCC)

Contract duration

limited up to 3 years

Application up to

05.08.2024

Contact person in line-management

For further information, please contact Dr. Kondov, (ivan.kondov@kit.edu).

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