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This volume contains original, refereed contributions by
researchers from national metrology institutes, universities and
laboratories across the world involved in metrology and testing.
The volume has been produced by the International Measurement
Confederation Technical Committee 21, Mathematical Tools for
Measurements and is the twelfth in the series. The papers cover
topics in numerical analysis and computational tools, statistical
inference, regression, calibration and metrological traceability,
computer science and data provenance, and describe applications in
a wide range of application domains. This volume is useful to all
researchers, engineers and practitioners who need to characterize
the capabilities of measurement systems and evaluate measurement
data. It will also be of interest to scientists and engineers
concerned with the reliability, trustworthiness and reproducibility
of data and data analytics in data-driven systems in engineering,
environmental and life sciences.
This volume contains original, refereed contributions by
researchers from institutions and laboratories across the world
that are involved in metrology and testing. They were adapted from
presentations made at the eleventh edition of the Advanced
Mathematical and Computational Tools in Metrology and Testing
conference held at the University of Strathclyde, Glasgow, in
September 2017, organized by IMEKO Technical Committee 21, the
National Physical Laboratory, UK, and the University of
Strathclyde. The papers present new modeling approaches, algorithms
and computational methods for analyzing data from metrology systems
and for evaluation of the measurement uncertainty, and describe
their applications in a wide range of measurement areas.This volume
is useful to all researchers, engineers and practitioners who need
to characterize the capabilities of measurement systems and
evaluate measurement data. Through the papers written by experts
working in leading institutions, it covers the latest computational
approaches and describes applications to current measurement
challenges in engineering, environment and life sciences.
The main theme of the AMCTM 2008 conference, reinforced by the
establishment of IMEKO TC21, was to provide a central opportunity
for the metrology and testing community worldwide to engage with
applied mathematicians, statisticians and software engineers
working in the relevant fields.This review volume consists of
reviewed papers prepared on the basis of the oral and poster
presentations of the Conference participants. It covers all the
general matters of advanced statistical modeling (e.g. uncertainty
evaluation, experimental design, optimization, data analysis and
applications, multiple measurands, correlation, etc.), metrology
software (e.g. engineering aspects, requirements or specification,
risk assessment, software development, software examination,
software tools for data analysis, visualization, experiment
control, best practice, standards, etc.), numerical methods (e.g.
numerical data analysis, numerical simulations, inverse problems,
uncertainty evaluation of numerical algorithms, applications,
etc.), and data fusion techniques and design and analysis of
inter-laboratory comparisons.
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