Wire-cell 3D pattern recognition techniques for neutrino event reconstruction in large LArTPCs: Algorithm description and quantitative evaluation with MicroBooNE simulation

Mathematics

• Neutrinos 100%
• Quantitative Evaluation 98%
• Pattern Recognition 72%
• Charge 48%
• Cell 47%
• Interaction 46%
• Simulation 40%
• Vertex of a graph 36%
• Time Projection Chamber 34%
• Neural Networks 30%
• Ionization 23%
• Kinematics 16%
• Liquid 15%
• Clustering 15%
• Trajectory 12%
• Projection 11%
• Unit 11%
• Energy 10%

Physics & Astronomy

• pattern recognition 77%
• apexes 57%
• neutrinos 53%
• wire 48%
• evaluation 40%
• cells 34%
• projection 25%
• interactions 25%
• simulation 24%
• acceleration (physics) 17%
• showers 17%
• leptons 14%
• readout 14%
• kinematics 13%
• chambers 12%
• trajectories 12%
• argon 12%
• ionization 11%
• geometry 9%
• liquids 8%
• energy 4%

Engineering & Materials Science

• Pattern recognition 56%
• Wire 48%
• Deep neural networks 41%
• Ionization 27%
• Argon 24%
• Kinematics 16%
• Trajectories 14%
• Liquids 14%
• Geometry 13%