GSoC 2026 Projects Related To ML4EP
ML4EP is a project of the CERN SFT group focused on developing common machine learning (ML) software tools to support HEP experiments. The current ongoing activities are:
- Designing generic generative ML models for fast simulation of calorimeter showers
- Developing ML software for efficient inference in C++, such as SOFIE and creating interfaces between externally provided ML software and HEP software like ROOT
- Building tools for ML inference in FPGAs such as hls4ml
- Developing common libraries for model compression and quantization, facilitating optimized ML workflows and porting of ML HEP applications in real time environments.