Pith. sign in

REVIEW

Towards the ultimate PMT waveform analysis for neutrino and dark matter experiments

Not yet reviewed by Pith; the record is open.

Re-run · record.json Download PDF Read on arXiv ↗

This paper has not been read by Pith yet. Machine review is queued; the pith claim, tier, and objections will appear here once it completes.

SPECIMEN: schema-true, not a live event

T0 review · schema-true

One-sentence machine reading of the paper's core claim.

pith:XXXXXXXX · record.json · timestamp

arxiv 2112.06913 v3 pith:UR6HL3CE submitted 2021-12-14 physics.ins-det hep-ex

Dacheng Xu , Benda Xu , Erjin Bao , Yiyang Wu , Aiqiang Zhang , Yuyi Wang , Geliang Zhang , Yu Xu
show 6 more authors
Ziyi Guo Jihui Pei Hanyang Mao Jiashuo Liu Zhe Wang Shaomin Chen
This is my paper · ORCID
classification physics.ins-dethep-ex
keywords analysiswaveformdarkdataexperimentsfastmatchingmatter
verification ladder T0 review T1 audit T2 compute T3 formal
0 comments
read the original abstract

Photomultiplier tube (PMT) voltage waveforms are the raw data of many neutrino and dark matter experiments. Waveform analysis is the cornerstone of data processing. We evaluate the performance of all the waveform analysis algorithms known to us and find fast stochastic matching pursuit the best in accuracy. Significant time (up to 2 times) and energy (up to 1.07 times) resolution boosts are attainable with fast stochastic matching pursuit, approaching theoretical limits. Other methods also outperform the traditional threshold crossing approach in time resolution.

Discussion (0). Continue with ORCID to comment.

Pith tools