| 3D-Clustering |
| 4D Visualization of events in the CMS endcap calorimeter |
| Additional Machine Learning Project Ideas and Areas of Interest |
| CPU Race for Particle Hunting |
| CernVM-FS powered WebAssembly I/O |
| Code Benchmark and Consolidation in SixTrack |
| Convolutional Deep Neural Networks on GPUs for Particle Physics Applications |
| DIANA-HEP/analysisfunctions - Translate HEP analysis functions to modern paradigms |
| Development of Goodness of fit tests for weighted histograms |
| Distributed Big Data Analysis with TDataFrame |
| Efficient storage of versioned ROOT files in a git repository |
| Enabling Big Data Analytics on Physics Data with the “Hadoop-XRootD Connector” Library |
| Extend clad - The Automatic Differentiation |
| Extension and characterisation of the LHCb data isolation drone neural networks |
| FALCON - optimize fast detector simulation package and multi-objective regression |
| Faster matrix algebra for ATLAS (CLOSED TO NEW APPLICANTS) |
| GDML I/O for VecGeom geometry package |
| GPU Race for Particle Hunting |
| Generalise the ROOT Parallel Declarative Analysis Framework to non-HEP Big Data |
| Generative Adversarial Networks for Particle Physics Applications |
| Go-HEP/reconfigure - Program FPGAs with Go |
| Go-HEP/xrootd - Create a pure-Go client for XRootD |
| Implement Event based Seeding and Multi-Threading |
| Implementation of a new Unfolding Procedure |
| Improvements in vectorization and parallelization of ROOT Math libraries |
| Integration of the HDF5 file format within the LHCb analysis framework |
| Large-scale computing backend for Jupyter notebooks - HTCondor batch job submission and monitoring using the Ganga toolkit |
| Message Passing Interface for ROOT (ROOTMpi) |
| Monitoring DIRAC components |
| Monitoring and traceability of jobs in a large distributed computing Grid |
| New physics models in SixTrack |
| Open-Source Simulations for Gas Detector on Python |
| Optimize and Integrate Standalone Tracking Library (SixTrackLib) |
| Petabyte-Scale Cloud Storage File Manager |
| Processing large-scale 3D data sets using Apache Spark |
| Profiling reports data warehouse and presentation |
| ROOT Package Manager |
| Rucio - ‘Sync & Share’ interface for exabyte-scale multi-location data management |
| Rucio - Billion-row scalable and flexible metadata |
| Rucio - Exascale data management |
| Rucio - Extension with new ways to authenticate & authorize |
| Rucio - WebDAV/HTTP-based transfer orchestration |
| Rucio - WebExtension for browser-based storage interaction |
| SixTrack continuous integration and test coverage with CDash and coverity |
| Tensorflow-TMVA Interface |
| Tessellated geometry support for DD4hep and ROOT/TGeo |
| Utilise RK interpolation and vectorisation for field propagation |
| Vectorization of electromagnetic physics models within the GeantV simulation vector prototype |
| WLCG Lightweight Site Configuration |
| WLCG Lightweight Site Orchestration |
| Yampl - an inter-process communication library for ATLAS |