Project Proposals by CERN in 2025

At CERN, the European Organization for Nuclear Research, physicists and engineers are probing the fundamental structure of the universe. They use the world’s largest and most complex scientific instruments to study the basic constituents of matter – the fundamental particles.

Project List

• Precision Recovery in Lossy-Compressed Floating Point Data for High Energy Physics

• The rise of the machine (learning) in data compression for high energy physics and beyond

• Probabilistic circuit for lossless HEP data compression

• Agent-Based Simulation of CAR-T Cell Therapy Using BioDynaMo

• Development of an auto-tuning tool for the CLUEstering library

• Evaluate Distribution of ML model files on CVMFS

• Geant4-FastSim - Data Representation Optimisation for Generative Model-based Fast Calorimeter Shower Simulation

• Using ROOT in the field of genome sequencing

• Julia Interfaces to HepMC3

• Integrating Support for Google XLS in HLS4ML

• Optimizing Model Splitting in hls4ml for Efficient Multi-Graph Inference

• RNTuple in JSROOT

• Rucio WebUI Revamp

• Estimating the energy cost of ML scientific software

• TMVA SOFIE - GPU Support for Machine Learning Inference

• TMVA SOFIE - HLS4ML Integration for Machine Learning Inference

• TMVA SOFIE - Enhancing Keras Parser and JAX/FLAX Integration