面向未来 colliders 的可微分全探测器仿真：基于投射双读出晶体电磁热力学计量器
仪器与探测器
2024-08-27 v2 高能物理 - 实验
摘要
已在 key4hep 软件堆栈中实现了面向未来 colliders 的可微分全探测器仿真。 presented a fully automated and configurable geometry enabling differentiation of all detector dimensions, including crystal widths and thicknesses. The software architecture, development environment, and necessary components to implement a new detector concept from scratch are described. General AI/ML reconstruction strategies for future collider detectors are discussed, based around the idea of picking the right neural network for each detector.
引用
@article{arxiv.2408.11027,
title = {Differentiable Full Detector Simulation of a Projective Dual-Readout Crystal Electromagnetic Calorimeter with Longitudinal Segmentation and Precision Timing},
author = {Wonyong Chung},
journal= {arXiv preprint arXiv:2408.11027},
year = {2024}
}
备注
4 pages, 3 figures, 2 tables. Submitted to EPJ Web of Conferences (CALOR 2024)