E-Mail: bruggerj@uni-mainz.de or jannis.brugger@tu-darmstadt.de
Research Interests
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.
Activities
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.
Short Scientific CV
| since 09/2021 | PhD student - TU Darmstadt under Supervision of Prof. Dr.-Ing. Mira Mezini (TU Darmstadt) and Prof. Dr. Stefan Kramer (JGU Mainz) |
| 2019 - 2021 | Research Assistant in Data Mining Group - Johannes Gutenberg University Mainz |
| 2018 - 2021 | Computer Science with Minor in Physics(M.Sc.) at Johannes Gutenberg University in Mainz |
| 2014 - 2018 | Applied Sciences (B.Sc.) at University Koblenz-Landau |