Scientific Associates in The Field of Artificial

vor 3 Wochen

Stuttgart, Deutschland Institut für Strahlwerkzeuge (IFSW), University of Stuttgart Vollzeit

**Join our team at the Institut für Strahlwerkzeuge (IFSW), University of Stuttgart, where we are looking for individuals with a passion for lasers, optics, and photonics. Our institute is committed to shaping the global progress of laser technology in manufacturing through cutting-edge research and teaching. Our vision is to make laser technology universally applicable in manufacturing, and with our location in Stuttgart - one of the major industrial sites in Germany - we collaborate with a wide range of companies, from international players to small startups, in industries such as automotive, optics, photonics, manufacturing, healthcare, and semiconductor technology.**

**Ihr Aufgabengebiet**:
Firstly, the work will involve controlling highly flexible, multi-variate laser processes using artificial intelligence and machine learning. For example, reinforcement learning can be used to control the numerous parameters required to achieve high-quality results in modern laser processing. Additionally, datadriven models in combination with model predictive control approaches can be utilized to improve results.

Secondly, we aim to take full advantage of the many degrees of freedom that modern lasers and laser machines provide, such as pulse duration, wavelength, pulse energy, repetition rate, beam shapes, and complex part motion (e.g. on Stewart platforms). However, with such a large number of degrees of freedom, process developers face the "curse of dimensionality". To overcome this challenge, optimization techniques including machine learning, data science, and artificial intelligence will be necessary.

**Ihr Profil**:

- A Master's degree in Engineering, Physics, Computer Science, or equivalent
- Knowledge in Lasers or Optics is advantageous
- Capability to work independently
- Enthusiasm to acquire new knowledge

**We provide**:

- Option to pursue a PhD
- Salary of TV-L 13 (100 %)
- Family-friendly working environment
- Strong academic and industrial connections
- Opportunities to expand your professional network

**Contact Information for Inquiries and Applications**:
**Prof. Dr.Ing. Andreas Michalowski**
Phone: +49 711 685 60815
Mail: andreas.michalowski(at)ifsw.uni-stuttgart.de

**Dr.Ing. Tobias Menol**d**
Phone: +49 711 685 64903
Mail: tobias.menold(at)ifsw.uni-stuttgart.de

Institut für Strahlwerkzeuge (IFSW)
University of Stuttgart
Pfaffenwaldring 43
70569 Stuttgart

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