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 |