Below is the list of the topics for masters and bachelor thesis (“praca magisterska”, “praca inżynierska”) available to work on with me. Each topic can be discussed in details. The level of the topics (master and bachelor) can be discussed. Some of the topics are already in AGH database, but some not yet.
Reinforcement learning for solving LARTPC detector
AGH database link. This project is about developing tools and machine learning algorithms to solve a problem of categorisation and tracking in LARTPC detector data. Related repos: https://github.com/mmajewsk/gym-lartpc2d https://github.com/mmajewsk/lartpc2D
iVelo – software for LHCb’s VELO detector
This project is about participating in the development of the monitoring software for VELO detector at LHCb at CERN (https://en.wikipedia.org/wiki/LHCb_experiment). During this project, students may be sponsored to go to CERN, with expenses covered.
Automated adversarial prompts and defence
Prompt injection is a substantial threat to LLM’s, the goal of this project is to conduct research into methods of generating adversarial prompts and improving LLM’s system prompts to defend against malicious prompts.
ML 4 particle physics
TBA
Your own ideas
I am open to discussing thesis projects of your own idea.