Visualization for physics analysis improvement and applications in BESIII

Abstract

Modern particle physics experiments usually rely on highly complex and large-scale spectrometer devices. In high energy physics experiments, visualization helps detector design, data quality monitoring, offline data processing, and has great potential for improving physics analysis. In addition to the traditional physics data analysis based on statistical methods, visualization provides unique intuitive advantages in searching for rare signal events and reducing background noises. By applying the event display tool to several physics analyses in the BESIII experiment, we demonstrate that visualization can benefit potential physics discovery and improve the signal significance. With the development of modern visualization techniques, it is expected to play a more important role in future data processing and physics analysis of particle physics experiments.

19 pages, 7 figures

References in corpus (31)

• Evidence for oscillation of atmospheric neutrinos
• Direct Evidence for Neutrino Flavor Transformation from Neutral-Current Interactions in the Sudbury Neutrino Observatory
• The BABAR Detector
• Design and Construction of the BESIII Detector
• LHCb Detector Performance
• Future Physics Programme of BESIII
• ParticleNet: Jet Tagging via Particle Clouds
• A Roadmap for HEP Software and Computing R&D for the 2020s
• STCF Conceptual Design Report: Volume 1 -- Physics & Detector
• Method for detector description transformation to Unity and application in BESIII
• Charged Lepton Flavor Violation: An Experimenter's Guide
• Number of $J/\psi$ events at BESIII
• Study of the Standard Model with weak decays of charmed hadrons at BESIII
• The transition form factors for semi-leptonic weak decays of $J/\psi$ in QCD sum rules
• Vertex and Energy Reconstruction in JUNO with Machine Learning Methods
• Evidence for psi' decays into gamma pi^0 and gamma eta
• Flavor Changing processes in Quarkonium Decays
• Effects of Flavor Dependence on Weak Decays of J/psi and Υ
• Exclusive decays $J/\psi \to D_{(s)}^{(\ast )-}{\ell }^{+}{\nu }_{\ell }$ in a covariant constituent quark model with infrared confinement
• A ROOT Based Event Display Software for JUNO
• Weak Decays of $J/\psi$ and ${\rm Y}(1S)$
• A method of detector and event visualization with Unity in JUNO
• Search for the charged lepton flavor violating decay $J/\psi \to e\tau$
• Search for the Lepton Flavor Violation Process $J/\psi \to e\mu$ at BESIII
• A method for sharing dynamic geometry information in studies on liquid-based detectors
• Study on efficiency of event start time determination at BESIII
• Search for the rare semi-leptonic decay $J/\psi \to D^{-}{e}^{+}{\nu }_e+c.c.$
• Search for the lepton flavor violating decay $J/\psi \to e\mu$
• Search for the semi-muonic charmonium decay $J/\psi \to D^{-}{\mu }^{+}{\nu }_{\mu }+c.c.$
• Search for the semi-leptonic decays ${\Lambda }_c^{+}\to \Lambda {\pi }^{+}{\pi }^{-}{e}^{+}{\nu }_e$ and ${\Lambda }_c^{+}\to p{K}_S^0{\pi }^{-}{e}^{+}{\nu }_e$
• Measurement of branching fractions of ${\Lambda }_c^{+}$ decays to ${\Sigma }^{+}{K}^{+}{K}^{-}$, ${\Sigma }^{+}\varphi$ and ${\Sigma }^{+}{K}^{+}{\pi }^{-}({\pi }^0)$

Cited by in corpus (12)

• Observation of a rare beta decay of the charmed baryon with a Graph Neural Network
• Test of local realism via entangled $\Lambda \bar{\Lambda }$ system
• Experimental dataset from BESIII detector at Beijing electron positron collider
• Observation of the charmonium decay ${\eta }_c\to \gamma \gamma$ in $J/\psi \to \gamma {\eta }_c$
• Search for the massless dark photon with $D^0\to \omega {\gamma }^{\prime }$ and $D^0\to \gamma {\gamma }^{\prime }$
• A ROOT based detector geometry and event visualization system for JUNO-TAO
• Search for the lepton number violation decay $\omega \to {\pi }^{+}{\pi }^{+}{e}^{-}{e}^{-}+c.c.$
• Search for the charmonium weak decays $J/\psi \to D_s^{-}{\rho }^{+}+c.c.$ and $J/\psi \to D_s^{-}{\pi }^{+}+c.c.$
• Search for the baryon and lepton number violating decay $J/\psi \to p{e}^{-}$ + c.c
• Search for the radiative leptonic decay $D^{+}\to \gamma e^{+}{\nu }_e$ using Deep Learning
• Search for sub-GeV invisible particles in inclusive decays of $J/\psi$ to $\varphi$
• Search for the charged lepton flavor violating decay $\psi (3686)\to e^{\pm }{\mu }^{\mp }$