Dr. rer. nat. Bernhard Berger
Email: bernhard.bergeruni-rostockde
Research interests:
- Model-driven development and domain-specific languages
- optimization
- Software engineering for artificial intelligence
- Static program analysis (for architectural security)
- DevOps, MLOps
Examples of supervised work in recent years:
- Systematic Mapping in Optimization Research (2024, Bachelor thesis, Hamburg University of Technology)
- Conception and realization of a knowledge database for hardware security (2023, Bachelor thesis, Hamburg University of Technology)
- Graph-Database Modeling of an Extended Dataflow Diagram (2023, Project work, Hamburg University of Technology)
- Testing of Semantic Web technologies for structuring research data in the context of a project for ML-based static security analysis of C code (2022, Master thesis, University of Bremen)
- Determination of data flows in Java-based applications for security testing (Bachelor thesis, 2021, University of Bremen)
- Detection of data protection violations in third-party libraries using program analysis (Master thesis, 2021, University of Bremen)
Currently ongoing work:
- Usability study of a web technology-based domain-specific language
- Model-driven hyperparameter optimization