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Education and qualifications (1)

Carnegie Mellon University: Pittsburgh, PA, US

2015-08-01 to present (Physics)
Education
Source: Self-asserted source
Michael Andrews

Works (10)

Autoencoder-Based Anomaly Detection System for Online Data Quality Monitoring of the CMS Electromagnetic Calorimeter

Computing and Software for Big Science
2024-12 | Journal article
DOI: 10.1007/s41781-024-00118-z
Contributors: D. Abadjiev; T. Adams; P. Adzic; M. Ahmad; C. Amendola; M. B. Andrews; R. Arcidiacono; S. Argiro; A. Askew; E. Auffray et al.
Source: check_circle
Crossref

Search for Exotic Higgs Boson Decays to Merged Diphotons

Springer
2024-03 | Book
DOI: 10.1007/978-3-031-25091-0
Contributors: Michael Andrews
Source: Self-asserted source
Michael Andrews

Reconstruction of decays to merged photons using end-to-end deep learning with domain continuation in the CMS detector

Physical Review D
2023-09 | Journal article
DOI: 10.1103/PhysRevD.108.052002
Contributors: Michael Andrews; CMS Collaboration
Source: Self-asserted source
Michael Andrews

Search for exotic Higgs boson decays H→AA→4γ with events containing two merged diphotons in proton-proton collisions at √s = 13 TeV

Physical Review Letters
2023-09 | Journal article
DOI: 10.1103/PhysRevLett.131.101801
Contributors: Michael Andrews; CMS Collaboration
Source: Self-asserted source
Michael Andrews

DeepSNR: A deep learning foundation for offline gravitational wave detection

2022-07-11 | Preprint
DOI: 10.48550/ARXIV.2207.04749
Source: Self-asserted source
Michael Andrews

Extracting low energy signals from raw LArTPC waveforms using deep learning techniques — A proof of concept

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment
2022-04 | Journal article
DOI: 10.1016/j.nima.2022.166371
Contributors: Lorenzo Uboldi; David Ruth; Michael Andrews; Michael H.L.S. Wang; Hans-Joachim Wenzel; Wanwei Wu; Tingjun Yang
Source: check_circle
Crossref

End-to-end jet classification of boosted top quarks with the CMS open data

Physical Review D
2022-03-22 | Journal article
DOI: 10.1103/PhysRevD.105.052008
Contributors: M. Andrews; B. Burkle; Y. Chen; D. DiCroce; S. Gleyzer; U. Heintz; M. Narain; M. Paulini; N. Pervan; Y. Shafi et al.
Source: check_circle
Crossref

End-to-End Physics Event Classification with CMS Open Data: Applying Image-Based Deep Learning to Detector Data for the Direct Classification of Collision Events at the LHC

Computing and Software for Big Science
2020-12 | Journal article
DOI: 10.1007/s41781-020-00038-8
Contributors: M. Andrews; M. Paulini; S. Gleyzer; B. Poczos
Source: check_circle
Crossref

End-to-end jet classification of quarks and gluons with the CMS Open Data

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment
2020-10 | Journal article
DOI: 10.1016/j.nima.2020.164304
Part of ISSN: 0168-9002
Contributors: M. Andrews; J. Alison; S. An; B. Burkle; S. Gleyzer; M. Narain; M. Paulini; B. Poczos; E. Usai
Source: Self-asserted source
Michael Andrews

Searching for Intelligent Life in Gravitational Wave Signals Part I: Present Capabilities and Future Horizons
Source: Self-asserted source
Michael Andrews
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