| 3D-ObjectDetection |
| Ansible module for the SIMPLE Grid Framework |
| Apache Parquet support for ROOT’s RDataFrame |
| Awkward Array Operations |
| CERNBox: Bring Your Own Application |
| Create a user interface for Ganga that allows for the execution of tasks inside user specified virtual machines. |
| Creation and usage of disposable Spark on Kubernetes clusters from notebook service (SWAN) for distributed physics analysis |
| Development of LSTM and GRU layers in TMVA |
| Distributed Computing Resources: aggregation, usage, monitoring |
| Evaluation of scalability of protocols to serve data for jobs for LIGO/Collaboration |
| Extend clad - The Automatic Differentiation |
| FALCON - optimize fast detector simulation package and multi-objective regression |
| Fast and reactive broker for astronomy based on Apache Spark |
| Feature Extraction in TMVA |
| GPU Race for Particle Hunting |
| Generative Adversarial Networks for Particle Physics Applications |
| Go-HEP/groot - Create a pure-Go dataframe package to access ROOT TTrees with groot |
| Go-HEP/hifact - Create a HistFactory compatible Go package for statistical models |
| Hardware acceleration of scattering routines in SixTrack |
| Implement Event based Seeding and Multi-Threading |
| Implement a GlobalModuleIndex in ROOT and Cling |
| Implementation and optimisation in Acts of algorithms exposed in TrackML challenge |
| Implementation of ONNX operators for Tensor Manipulation and Deep Learning |
| Implementation of an HDF5 IO layer for PODIO |
| Improve support for CUDA in Clang |
| Improved usage of Intel Embree ray-tracing kernels in VecGeom |
| Improving the precision of algorithms to hunt particles |
| Integrate of cuDNN library in TMVA |
| Introduction of Time Measurements in the Pattern Recognition for LHCb’s Future Vertex Detector |
| Ipopt (Interior Point OPTimizer) for ROOT |
| Kalman Filter in Rust |
| Migrating Apache Spark FITS Data Source API to V2 |
| Molr - Operational |
| Monitoring DIRAC components |
| Multi-thread safe resource monitoring infrastructure for the ATLAS experiment |
| Next generation Big Data Analysis monitoring tools with ROOT |
| Novel Applications of Zstandard (ZSTD) compression algorithm to ROOT |
| Optimisation of small matrix operations using Eigen on GPU |
| Optimisation of the Ganga toolkit in terms of memory consumption and persistent storage |
| Optimization of Neural Network Operations |
| Package manager for SWAN/Jupyterlab |
| Persistency for VecGeom geometry |
| Phoenix, interactive data visualization - Development of an experiment independent javascript event display framework and data format |
| Porting the CernVM File System Client to Windows |
| Python Analysis Package for AWAKE |
| Python Components for the SIMPLE Grid Framework |
| Real-time conditions data distribution for the Online data processing of the ALICE experiment |
| Repartitioning spatial data with spark3D |
| Rucio - Exascale data management |
| Rucio - WebDAV/HTTP-based transfer orchestration |
| SIMT to SPMD code translation |
| Speedup KM3NeT’s Pattern Recognition |
| Tessellated geometry support for DD4hep and ROOT/TGeo |
| Testing framework for Jupyter notebooks |
| Tools for understanding CMS Data Access |
| VectorFlow - a vector processing service |