The role of statistics in data-centric engineering

DOI10.1016/j.spl.2018.02.035zbMath1463.62377OpenAlexW2789533602WikidataQ130195253 ScholiaQ130195253MaRDI QIDQ1642381

Mark A. Girolami, F. Din-Houn Lau, Liam J. Butler, Mohammed Z. E. B. Elshafie, Niall M. Adams

Publication date: 20 June 2018

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10044/1/57244

zbMATH Keywords

statisticsbig datadata-centric engineeringdigital twinfibre-optic sensorinstrumented infrastructure

Mathematics Subject Classification ID

Applications of statistics in engineering and industry; control charts (62P30) Statistical aspects of big data and data science (62R07)

Related Items (5)

GINNs: graph-informed neural networks for multiscale physics ⋮ The role of statistics in the era of big data ⋮ Big questions, informative data, excellent science ⋮ Statistical science in the world of big data ⋮ Unsupervised streaming anomaly detection for instrumented infrastructure

Uses Software

• Hadoop

Cites Work

• Bayesian solution uncertainty quantification for differential equations
• Mixed Finite Elements for Spatial Regression with PDE Penalization
• DYNAMIC ANALYSIS OF BEAMS ON AN ELASTIC FOUNDATION SUBJECTED TO MOVING LOADS
• A simple and efficient finite element for plate bending
• Blood Flow Velocity Field Estimation Via Spatial Regression With PDE Penalization
• Non-restarting cumulative sum charts and control of the false discovery rate
• CONTINUOUS INSPECTION SCHEMES

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