SAE Update - February 2023 - 27

TECH FOCUS:
AErOSPACE
TECH FOCUS:
AErOSPACE
ML and DL. We have witnessed how ML and DL are
rapidly reshaping adjacent industries, such as
automotive and heavy manufacturing, enabling
new applications such as autonomous vehicles,
robotic manipulators, image analysis, computer
vision, natural language processing, diagnosis and
prognosis, and time-series analysis. DL
architectures have also been widely used to replace
the first principal models in complex problem areas
for engineering design and optimization. In
aerospace, we can expect breakthroughs in AI to
enable the automation of complex decision
making, and we can imagine AI driving exciting
advances in design and engineering through to
manufacturing and aftermarket. Furthermore, AI is
central to powering autonomous flight, which itself
is critical to the establishment of entirely new
forms of aviation such as urban air mobility.
To address the trends in AI research reported
earlier, the Guest Editors have invited authors from
different sectors to publish selective, novel ongoing
research contributions toward new algorithms,
techniques, developments, and/or applications of
AI methods in aerospace. This special issue
includes results of studies on ML development
lifecycle for product certification in aviation, air
traffic speech recognition, aircraft dynamics,
optimization of flying formation for Unmanned
Aerial Vehicles (UAVs), a localization method of
loose particles based on chaos theory inside the
additional pipe of a rocket engine, maritimerelated
accidents and their causes, safety of aircraft
and risk assessment, anomalous behavior in
aircraft, and prognostics to assess embedded
delamination tolerance in composites. "
This special issue is available on SAE Mobilus. n
UPDATE
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Update TECH FOCUS
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Future FOCUS Index
MArCH 2023
ADAS & automated vehicles
APrIL 2023
Materials
MAY 2023
Vehicle dynamics & NVH
February 2023
27

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SAE Update - February 2023

Table of Contents for the Digital Edition of SAE Update - February 2023