PhD and Postdoctoral Researcher in Data-Driven Simulation and Digital Twins

vor 2 Monaten

Karlsruhe, Baden-Württemberg, Deutschland Karlsruher Institut für Technologie Vollzeit
Job Description

Research Opportunities

We are seeking highly motivated and talented researchers to join our team at the Karlsruher Institut für Technologie (KIT) in the field of data-driven simulation and digital twins. Our research group, Systems, Data, Simulation & Energy (SYDSEN), is part of the AIFB Institute and focuses on advancing digital twins in cyber-physical systems.

Research Focus

Our research aims to develop innovative methodologies that integrate data and expert knowledge for automated digital twin creation and system enhancement. We are particularly interested in the application of data-driven approaches to optimize decision-making and enhance reliability, energy efficiency, and other performance metrics in energy and smart manufacturing systems.

Project Context

The positions will be linked to our Horizon Europe Programme-funded projects DMaaST and ONE4ALL, where we lead work packages focused on the research and advancement of Digital Twins in the domain of manufacturing.

Responsibilities

  • Conduct cutting-edge research in data-driven modeling, simulation, and digital twins
  • Participate in coordinating and teaching courses offered by our research group
  • Engage in administrative tasks vital to the functioning of our group

Requirements

For PhD candidates:

  • A master's degree in computer science, software engineering, data science, or a similar field
  • Strong interest in working with data-driven approaches
  • Interest in working with formal methods, modeling, and simulation
  • Strong ambition towards excellence in science and technology at the highest international level
  • Good knowledge of German or the willingness to learn it and good command of English

For PostDoc candidates:

  • A master's degree and a doctoral degree in computer science, software engineering, data science, or a similar field
  • Solid publication record in data-driven approaches
  • Strong ambition towards excellence in science and technology at the highest international level
  • Experience in teaching, with writing proposals, in modeling, and simulation
  • Good knowledge of German or the willingness to learn it and good command of English

Salary and Benefits

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

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