Technical Students for Next Generation Trigger Project 2026

Technical Students for Next Generation Trigger Project 2026

Datum: 26 januari, 2026 Tid: 11:59

Placering: CERN

Mer information

In the coming upgrade to the Trigger system of the CMS Experiment many machine learning algorithms are being developed which will use low-level detector information to make decisions on whether to keep data or not. These algorithms will be exposed to a dynamic inference environment that will not only differ from their training environments but evolve over time as the detector conditions change. In the context of the Next Generation Trigger project you will explore continual learning approaches to incrementally updating trigger algorithms with new data specifically focusing on decision tree-based algorithms. The project will explore changing environments in the CMS detector as well as designing novel ways of training and updating decision trees. There will be opportunity to explore the implementat...