73 citations · 302 across the 30 of their papers we have counts for
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PySiPMGUI: A Universal Python-Based Software for Photodetector I-V Quality Assurance: From Underground Dark Matter Searches to Astroparticle Cherenkov Cameras
Tanay Dey, Suraj Shaw, Ritabrata Banerjee +2
Silicon photomultipliers (SiPMs) are currently the most prevalent photon detection technology in modern experiments in high-energy physics, astroparticle physics, neutrino physics,…
Enhancing Electromagnetic Calorimeter Signal Reconstruction with Machine Learning-Based Noise Discrimination
Suman Das Gupta, Shamik Ghosh, Laltu Gazi +4
Calorimeters operating in high-radiation environments are susceptible to damage, leading to increased noise that can significantly degrade energy resolution. A common way to mitiga…
Pulse Shape Simulation and Discrimination using Machine-Learning Techniques
Shubham Dutta, Sayan Ghosh, Satyaki Bhattacharya +1
An essential metric for the quality of a particle-identification experiment is its statistical power to discriminate between signal and background. Pulse shape discrimination (PSD)…
Performance Studies of the p-spray/p-stop implanted Si Sensors for the SiD Detector
Pooja Saxena, Kirti Ranjan, Ashutosh Bhardwaj +2
Silicon Detector (SiD) is one of the proposed detector for future Linear colliders, like International Linear Collider (ILC). The estimated neutron background for ILC is a…
A simulation study to distinguish prompt photon from and beam halo in a granular calorimeter using deep networks
Shamik Ghosh, Abhirami Harilal, A. R. Sahasransu +2
In a hadron collider environment identification of prompt photons originating in a hard partonic scattering process and rejection of non-prompt photons coming from hadronic jets or…
Simulation study of energy resolution, position resolution and - separation of a sampling electromagnetic calorimeter at high energies
Ashim Roy, Shilpi Jain, Sunanda Banerjee +2
A simulation study of energy resolution, position resolution, and - separation using multivariate methods of a sampling calorimeter is presented. As a realistic example, th…