Current and past offered theses
This page lists available topics for MSc- and BSc-level theses and projects
Current projects (Academic year 2026 - 2027)
- Deep Learning for Telemetry Data Analysis in Satellite Missions
- Edge AI for Space Debris Streaks Detection
- Exploring logarithmic quantization for efficient neural network inference
- Hardware acceleration of deep learning models for particle tracking at the LHC and beyond
- Hardware-Aware Low-Rank Factorization
- Model compression and optimization of deep learning architectures for particle tracking at the LHC and beyond
- One shot vs. iterative pruning
- Physics informed deep learning in machining equipment
- Study and comparative evaluation of vector and accelerator implementations for the RISC-V architecture
Past projects (Academic years 2024 - 2026)
- BeeAIve: Machine Learning for Queen Presence Classification in Beehive Audio with Edge Deployment
- Edge AI on Embedded Systems for Gray Mold Disease Detection
- Collaborative weed detection at the edge using federated learning
- Efficient multiscale computer vision targeting and evidence-based response to crop diseases
- Edge AI on Embedded Systems for Pest Detection in Tomato Plants