| Add numerical differentiation support in clad |
| Awkward Array GPU kernels |
| Container deployment performance across Grid sites |
| Cosmic-Ray Imaging Studies via Mission-Imagery from Space (CRISMIS) |
| Deep Learning Algorithms for Muon Momentum Estimation in the CMS Trigger System |
| Deep autoencoders for ATLAS data compression |
| Enable Modules on Windows |
| Enable the Mesh Memory Allocator in ROOT |
| End-to-end Deep Learning Reconstruction for CMS experiment |
| Extend SkyhookDM programmable object storage with statistics, sort/aggregate, or data compaction functions. |
| Extend clad to compute Jacobians |
| Falcon - graph auto-encoders for fast detector simulation |
| Fast Merging of RNTuple Data Sets |
| GeoModelExplorer, interactive 3D geometry visualization - Development of a visualization tool to interactively explore the geometry of a HEP detector |
| Health Checks and Monitoring Dashboard for ScienceBox |
| Hist plotting |
| Implementation of Gilbert-Johnson-Keerthi Algorithm for Convex Shapes in VecGeom |
| Implementation of Quantum Machine Learning to Perform High Energy Physics Analysis at the LHC |
| Intelligent Alert Management System For HEP experiments |
| Ipopt (Interior Point OPTimizer) for ROOT |
| Kubernetes operator for XRootD |
| Local replica of JAliEn central services for research and development |
| MCnet/CONTUR - Develop an interactive graphical interface for a physics re-interpretation tool |
| MCnet/LHAPDF - Make the Large Hadron Collider’s proton structure library FAST! |
| MCnet/Rivet - Speed and accuracy in the LHC’s MC analysis tool |
| MCnet/SHERPA - Accelerating Monte Carlo simulations for the LHC |
| MCnet/YODA - Enhance a statistical toolkit for physics analysis interpretation |
| MadGraph5 - offload event execution to accelerator devices |
| Making Exabytes of LHC data seamlessly accessible on Jupyter Notebooks |
| Manipulation of massive astronomical data using graphs |
| Native desktop integration for Exascale LHC Data Management |
| Optimise calls in the Ceph RADOS Striper API to enable efficient concurrent access to read-only objects. |
| Phoenix, interactive data visualization - Development of an experiment independent javascript event display framework and data format |
| Podman CVMFS integration |
| Pre-conditioners applied to ROOT compression algorithms |
| Reduce boost dependence in CMSSW |
| Simulating Dark Matter with Strong Gravitational Lensing |
| Support for Rucio Users with Natural Language Processing |
| TMVA Deep Learning Developments - 3D Convolutions |
| TMVA Deep Learning Developments - Decision Tree Inference, Expansion of Supported Format |
| TMVA Deep Learning Developments - Inference |
| TMVA Graph Neural Networks |
| TMVA Interfaces - Pytorch |
| Upgrading the Ganga graphical user interface |
| Upgrading the Ganga user interface to use a relational database for persistent storage |
| Workflow configuration import and validation for AliECS |
| pyhf Hardware Acceleration Benchmarking with GPUS and TPUs |