A GEANT4 based Simulation for Pixelated X-ray Hybrid Detectors: Extended Report
F. Marinho, K. Akiba

TL;DR
This paper presents a Monte Carlo simulation method for pixelated X-ray hybrid detectors, enabling detailed analysis of detector response, charge sharing, and energy resolution, validated against experimental data.
Contribution
It introduces a simple numerical simulation approach for pixelated detectors, providing detailed insights into their behavior and performance characteristics.
Findings
Interaction probability curves as a function of beam energy
Charge sharing effects quantified
Energy resolution estimates obtained
Abstract
Monte Carlo simulations are powerful tools for understanding the effects of radiation interactions within detector devices allowing not only to evaluate typical estimates for experimental measurements and to serve as means for designing experiments but to provide additional information that are usually not easily accessible experimentally. A simple numerical approach to describe the functioning of pixelated detectors is presented in this paper. Estimates from a variety of simulated setups are obtained and the observed features compared with experimental results to verify to which extent they are correctly described by this method. Fundamental curves such as interaction probability and reconstructed energy deposited are calculated as function of beam energy. Pixel response, charge sharing effects and resolution estimates are also obtained.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsParticle Detector Development and Performance · Radiation Detection and Scintillator Technologies · Advanced Semiconductor Detectors and Materials
