GSoC 2026
CERN-HSF

CERN-HSF — Project Ideas

Skip to main content HSF Activities What are HSF activity areas? Data Analysis Detector Simulation Physics Generators Season of Docs Google Summer of Code intelligent Data Delivery Service JuliaHEP - Julia in HEP Licensing PyHEP - Python in HEP Reconstruction and Software Triggers Reviews Software Developer Tools and Packaging HSF Training Archived Activities Convener Guide Meetings Compute and Accelerator Forum Coordination Meetings HSF Seminars Software and Computing Roundtable Software Forum Communication Community Calendar Meetings: Indico Training Schools Mailing Lists and Forums Meeting Notes Technical Notes Documents Material for presentations Newsletters Events & Workshops HSF on YouTube HSF Project Inventory Projects & Support HSF Affiliated Projects and Software Projects and Software Guidelines Affiliated Projects Affiliate Badges About Get involved! The Steering Group HSF Advisory Group Goals of the HSF Community White Paper Letters from the HSF HSF Presentations HSF YouTube Channel Website Howto Summary of GSoC 2026 Proposals Click here for an overview of the GSoC program at HSF. Full List of Proposals ATLAS: Automated Software Performance Monitoring for the ATLAS experiment ATLAS: AI-Accelerated Reconstruction for the ATLAS Tile Calorimeter at the HL-LHC BOA: Bytewise Online Autoregressive (BOA) Constrictor for HEP data compression Belle2: Enabling Sustainable ARM Support for the Belle II Software BioDynamo: Enhancing a Next-Generation Platform for Computational Cancer Biology BioDynamo: BioDynaMo Large-Scale Antimatter Simulation CMS: AI Assistance for CMS Computing Operations CernVM-FS: Debugging CVMFS processes in D-state CernVM-FS: Grafana Template for CernVM-FS Deployments CernVM-FS: Unifying the CVMFS Build Flow for Dependencies Clad: Consolidate and advance the GPU infrastructure in Clad Clad: Clad as a first-class gradient engine in LibTorch Clad: Enable automatic differentiation of OpenMP programs with Clad Clad: Enable automatic differentiation of C++ STL concurrency primitives in Clad Constellation: Web Interface for Controlling and Monitoring Experimental Setups CppInterOp: Implement CppInterOp API exposing memory ownership and thread safety DUNE: Fine grained storage for the DUNE experiment FCC: Integration of Combine with FCCAnalyses Geant4 / ML4EP: Optimisation and validation of shower data for ML-based calorimeter simulation GreenMetaData: Creating a Metadata file format for Green Computing Practices in High Energy Physics and beyond HEP-CCE: Characterizing I/O Performance for ML Data Loaders at Scale Using Darshan HSFCondDB: AI-Assisted PostgreSQL Optimization Using EXPLAIN Plans JuliaHEP: Native Julia HEP Geometry package JuliaHEP: Parallel Processing Improvements in Julia Jet Reconstruction LHCb: Transformer-based Reconstruction for Electromagnetic Calorimeters in Future LHC Upgrade Experiments ML4EP: ML Inference on heterogeneous architectures using SOFIE ML4EP: Integrating hls4ml with SOFIE for Fast ML Inference ML4EP: Improving the Keras and PyTorch Parsers for ML Inference in SOFIE NNPDF: The EKO oxidation ATLAS: Negative weight mitigation with cell resampling in ATLAS workflows MCFM: Negative weight mitigation with cell resampling and tests with MCFM Omnifold: Publication of Omnifold weights PODIO: Aparche Arrow interface for PODIO ROOT: Enhance and develop GeneROOT infrastructure ROOT: S3 Backend for RNTuple Spack: Generative-AI Assisted Testing of Complex Stacks of Spack Packages Spack: Debuggable Installations for Spack Packages Spack: Expanding User-Facing High-Energy Physics Spack Packages Phoenix: Modernizing the Phoenix Event Display

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