Within a project, students will learn how to tackle a research project. They will work together with Phd-students and postdoctoral researchers and develop detailed knowledge of a topic of current research.
Here, initial MATLAB or Python simulations are supposed to accompany the project work. Furthermore, students will learn how to read scientific texts effectively and to report research findings in writing and in seminar presentations.
In a Bachelor/Master thesis, students will get insight into a topic of current research. They will learn how to use MATLAB or Python for implementing algorithms and carrying out simulations. Real data may be available as well, depending on the chosen topic.
Machine Learning – ML
Machine Learning for Stochastic Processes
Neural Variational Inference for Markov Jump Processes (opens in new tab)
Deep Learning for Biology
Investigating Virtual Evolution: SELEX Simulator with Generative Models (opens in new tab)
Decoding the Genetic Code: Large-Scale Language Models for Codon Optimization and Enhanced Protein Synthesis (opens in new tab)
Synthetic Biology
Currently available in Synthetic Biology
AI-Driven Design of RNA-based Sensors for In-Vitro Diagnostics (opens in new tab)
Coding DNA Storage (opens in new tab)
Lab of Origin (opens in new tab)
Integrating DNA Strand Displacement with RNA Transcriptional Regulation (opens in new tab)
Collective Intelligence
