Jannis Brugger M. Sc.
Software Technology Group
Contact
jannis.brugger@tu-...
Work
S4|14 3.1.19
TU Darmstadt - Hessian.AI
Mornewegstr. 28
64293
Darmstadt
Links
Open Thesis
Foundation Model Thesis
Case study on LLM-based research assistants
2025/04/15
Bachelor Thesis, Master Thesis
Supervisor: Jannis Brugger, M. Sc.
Interdisciplinary Thesis
Automatization of Experiments in the Area of Laser Manufacturing Processes
2025/04/15
Master Thesis
Material processing
Supervisor: Jannis Brugger, M. Sc.
My research interest is AI for Science. In this area, we use AI systems to support (natural) sciences in gaining new insights. My focus is on equation discovery, where the results of experiments are available in tables, and the equation that connects the input and output variables is sought.
I'm part of the Third Wave of AI project, which is located at hessian.AI, and my Supervisors are Prof. Mira Mezini from the Software Technology Group at TU Darmstadt and Prof. Stefan Kramer from the Data Minning Group at JGU Mainz.
There are many ways to contribute with your interests to the field of AI for Science:
- Foundation Models for Equation Discovery
- Reinforcement Learning for Planning Experiments
- Classical Search with Grammars Containing Neural Networks
- Applying New Neural Network Architectures like Kolmogorov-Arnold Networks to Real-World Examples
Email me with your interests, and we can discuss the topic to create an exciting thesis in AI for Science.
Publications
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