
Scalable, Proposalfree Instance Segmentation Network for 3D Pixel Clustering and Particle Trajectory Reconstruction in Liquid Argon Time Projection Chambers
Liquid Argon Time Projection Chambers (LArTPCs) are high resolution part...
read it

Clustering of Electromagnetic Showers and Particle Interactions with Graph Neural Networks in Liquid Argon Time Projection Chambers Data
Liquid Argon Time Projection Chambers (LArTPCs) are a class of detectors...
read it

Track Seeding and Labelling with Embeddedspace Graph Neural Networks
To address the unprecedented scale of HLLHC data, the Exa.TrkX project ...
read it

Point Proposal Network for Reconstructing 3D Particle Positions with SubPixel Precision in Liquid Argon Time Projection Chambers
Liquid Argon Time Projection Chambers (LArTPC) are particle imaging dete...
read it

PILArNet: Public Dataset for Particle Imaging Liquid Argon Detectors in High Energy Physics
Rapid advancement of machine learning solutions has often coincided with...
read it

Scalable Deep Convolutional Neural Networks for Sparse, Locally Dense Liquid Argon Time Projection Chamber Data
Deep convolutional neural networks (CNNs) show strong promise for analyz...
read it
Kazuhiro Terao
is this you? claim profile