29. Software publications

Here you can find a list of Belle II software publications covering different topics, either as papers or as conference proceedings.

Important

You must cite all relevant papers, proceedings or articles in your own publications, articles or theses.

29.1. Papers

Title	DOI	Topic
Muon identification with Deep Neural Network in the Belle II K-Long and Muon detector	0.1016/j.nima.2025.170814	Muon ID with CNN
Track finding at Belle II	10.1016/j.cpc.2020.107610	Tracking
Software for online reconstruction and filtering at the Belle II experiment	10.1142/S0217751X20430010	HLT
Global decay chain vertex fitting at Belle II	10.1016/j.nima.2020.164269	Tree Fitter
The Belle II Physics Book	10.1093/ptep/ptz106	Misc.
The Belle II Core Software	10.1007/s41781-018-0017-9	basf2
The Full Event Interpretation: An Exclusive Tagging Algorithm for the Belle II Experiment	10.1007/s41781-019-0021-8	FEI
B2BII: Data Conversion from Belle to Belle II	10.1007/s41781-018-0016-x	B2BII

29.2. Conference proceedings

Title	Presented at	DOI	Topic
Graph-based Full Event Interpretation: A graph neural network for event reconstruction in Belle II	CHEP 2024	10.1051/epjconf/202533701265	GraFEI
Suppressing Beam Background and Fake Photons at Belle II using Machine Learning	CHEP 2023	10.1051/epjconf/202429509035	Beam background and fake photon MVA
Publication of the Belle II Software	CHEP 2023	10.1051/epjconf/202429505018	Open source
Particle identification with the Belle II calorimeter using machine learning	ACAT 2021	10.1088/1742-6596/2438/1/012111	Lepton ID with CNN
A new Software Training Model at Belle II	ACAT 2021	10.1088/1742-6596/2438/1/012052	Documentation
Simultaneous Global and Local Alignment of the Belle II Tracking Detectors	CHEP 2021	10.1051/epjconf/202125103028	Alignment
Monte Carlo matching in the Belle II software	CHEP 2021	10.1051/epjconf/202125103021	MC matching
Operating the Belle II Collaborative Services and Tools	CHEP 2019	10.1051/epjconf/202024508009	Collaborative tools
Belle2VR: An Interactive Virtual Reality Visualization of GEANT4 Event Histories	CHEP 2019	10.1051/epjconf/202024508003	Virtual Reality
Lepton identification in Belle II using observables from the electromagnetic calorimeter and precision trackers	CHEP 2019	10.1051/epjconf/202024506023	Lepton ID with BDT
Belle II Conditions Database	ACAT 2017	10.1088/1742-6596/1085/3/032032	Conditions Database

29.3. Additional publications

Here you can find a list of additional Belle II software publications covering algorithms currently under development. When fully implemented in basf2, these publications will be moved in the sections above.

Title	DOI	Topic
End-to-End Multi-track Reconstruction Using Graph Neural Networks at Belle II	10.1007/s41781-025-00135-6	CDC tracking with GNN
Photon Reconstruction in the Belle II Calorimeter Using Graph Neural Networks	10.1007/s41781-023-00105-w	ECL clustering with GNN