We are currently offering a number of topics for suitable BSc, MSc (Computer Science or Bioinformatics) students.
Furthermore, other topics might be available based on request and suitability.
Possible topics:
| Topic | Degree |
|---|---|
| DTW library for popular data science and machine learning frameworks | B.Sc. |
| Identifying atmospheric fronts using the dynamic state index (DSI) on GPUs | B.Sc. |
| Massively Parallel Random Number Generation using ANS on GPUs | B.Sc. |
| Benchmarking deep learning tools on bioinformatics data | B.Sc. | angewandte Bioinformatik |
| Accelerating Secure Multiparty Computation using Tensor Cores | B.Sc. | M.Sc. |
| Approximate membership query filters on GPUs | B.Sc. | M.Sc. |
| Big Integer Arithmetic with CUDA | B.Sc. | M.Sc. |
| Evaluating Distributed Shared Memory (DSEM) on Hopper GPUs | B.Sc. | M.Sc. |
| Improving Polynomial Multiplication for Homomorphic Encryption on GPUs | B.Sc. | M.Sc. |
| Parallelizing Lyndon Factorization on GPUs | B.Sc. | M.Sc. |
| Benchmarking of Metagenomic classification tools | B.Sc. | M.Sc. | angewandte Bioinformatik |
| Error correction with gaps in next-generation sequencing data | B.Sc. | M.Sc. | angewandte Bioinformatik |
| Improving network architecture for deep learning on metagenomic classification | B.Sc. | M.Sc. | angewandte Bioinformatik |
| Parallel hash table based similarity search for long sequencing reads | B.Sc. | M.Sc. | angewandte Bioinformatik |
| Fine-tuning LLMs on bioinformatics data for pattern recognition | M.Sc. |
| Multi-dimensional time series motif discovery on GPUs | M.Sc. |
| Optimizing LLM inference on Grace Hopper GPU systems | M.Sc. |
| Weather front prediction using Transformer Models | M.Sc. |
| Metagenomics with long reads | M.Sc. | angewandte Bioinformatik |