Detector Optimization for SiD using PFA
Marcel Stanitzki
TL;DR
This paper presents an optimization study of the SiD detector parameters to enhance particle flow algorithm performance, using di-jet events to evaluate energy resolution improvements and summarizing the optimized design for the Letter of Intent.
Contribution
It introduces a systematic approach to optimize SiD detector parameters specifically for particle flow algorithms, improving energy resolution in di-jet events.
Findings
Optimized detector parameters improve energy resolution.
Five key parameters significantly impact PFA performance.
The optimized design is summarized for the Letter of Intent.
Abstract
A summary of the optimization of the SiD detector is given. To optimize its performance in terms of Particle Flow Algorithms (PFA), five basic detector parameters have been varied and the impact on the obtained energy resolution using Particle Flow Algorithms has been studied using di-jets events. Finally the optimized detector used for the Letter of Intent (LoI) is briefly summarized as a result from these studies.
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 · Silicon and Solar Cell Technologies · Radiation Detection and Scintillator Technologies