142 research outputs found
Application of High Resolution Inversion of Ultrasonic Data to the Imaging of Multi-Layered Composite Structures
Ultrasonic imaging has evolved from its early application which utilized only amplitude C-scans to more complex techniques which make extensive use of digital signal processing. Techniques, such as one-and two-dimensional deconvolution processing and synthetic aperture focussing techniques (SAFT), are becoming more widely accepted for conventional applications. In general, each of these techniques aims to improve the interpretability of the ultrasonic image by increasing the resolution in one or more dimensions
Computational fluid dynamics research
The focus of research in the computational fluid dynamics (CFD) area is two fold: (1) to develop new approaches for turbulence modeling so that high speed compressible flows can be studied for applications to entry and re-entry flows; and (2) to perform research to improve CFD algorithm accuracy and efficiency for high speed flows. Research activities, faculty and student participation, publications, and financial information are outlined
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Inference procedures for pairs of distributions with proportional failure rate functions
Some nonparametric maximum likelihood estimation procedures
are developed for the class of pairs of distributions which have proportional
failure rate functions. Special consideration is given to the
case in which the shape of the failure rate functions are assumed to
be either increasing or decreasing. Estimators of the proportionality
constant, of the reliability functions, and of the failure rate functions
are derived.
A Monte Carlo study using Weibull distributions provides a
basis for comparing the various estimators. An estimator of the proportionality
constant, based on the distribution of the rank order
statistics, is found to be "best" on the basis of minimum MSE. For
a given estimate of the proportionality constant, observations from
both samples can be combined to estimate either reliability function.
Such combined-sample estimators are shown to have smaller MSE
than the appropriate single-sample empirical estimator.
Another Monte Carlo study, using Weibull distributions, provides
a basis for comparing several statistics for testing the adequacy
of the simple proportionality model. Some test statistics, based on a
large sample procedure proposed by Professor David Cox, are found
to have good small sample properties
Tracking global population trends: population time-series data and a Living Planet Index for reptiles
Effective conservation action relies on access to the best-available species data. Reptiles have often been overlooked in conservation prioritization, especially because of a paucity of population data. Using data for 549 reptile populations representing 194 species from the Living Planet database, we provide the first detailed analysis of this database for a specific taxonomic group. We estimated an average global decline in reptile populations of 54-55% between 1970 and 2012. Disaggregated indices at taxonomic, system, and biogeographical levels showed trends of decline, often with wide confidence intervals because of a prevalence of short time series. We assessed gaps in our reptile time-series data and examined what types of publication they primarily originated from to provide an overview of the range of data sources captured in the Living Planet database. Data were biased toward crocodilians and chelonians, with only 1% and 2% of known lizard and snake species represented, respectively. Population time-series data stemmed primarily from published ecological research (squamates) and data collected for conservation management (chelonians and crocodilians). We recommend exploration of novel survey and analytical techniques to increase monitoring of reptiles, especially squamates, over time. Open access publication and sharing of data sets are vital to improve knowledge of reptile status and trends, aided by the provision of properly curated databases and data-sharing agreements. Such collaborative efforts are vital to effectively address global reptile declines
Enhancing vocational training in the post-COVID era through mobile mixed reality
COVID-19 and the resulting restrictions have had a massive impact on engineering education, particularly vocational and practical aspects of training. In this study, we present a novel mixed reality (MR) tool to simulate and guide learners through a simple fault diagnosis task of a three-phase power supply. The tool was created as a web-based application that could be accessed from budget smartphones in order to cover the majority of users. Comparisons were made between novices using MR guidance and those with more experience in the task who did not have additional guidance, finding that the novices outperformed the experts across all metrics measured. This indicates that MR could be a valuable tool to supplement traditional vocational learning methods, particularly at a time when physical access to equipment and facilities is scarce. MR has applications across the engineering industry, but the target task of a three-phase power supply was chosen as it has particular relevance to the offshore wind industry, which faces a shortage of skilled engineers and technicians in the coming years
Laser Ultrasonic Inspection of Graphite Epoxy Laminates
Superior mechanical properties and reduced weight of fiber reinforced polymer matrix composite laminates (e.g., made of graphite epoxy) are leading to their increased use in aeronautic and aerospace structures. These materials are found more and more in load bearing components, which in turn, requires their integrity to be fully evaluated by nondestructive inspection. This applies to newly manufactured parts which can be flawed following improper manufacturing procedures and to parts which have been in service on an aircraft as well, since additional flaws could have occurred and old existing flaws could have grown and become more severe. Flaws which are found in these materials include porosity and foreign inclusions, which are produced during manufacturing and delaminations between plies, which can be produced at manufacturing or can be caused by the impact of foreign objects on the structure. Ultrasonics has been recognized to be a superior technique for detecting delaminations and can be used to detect foreign inclusions and assess porosity, as well [1,2]. The ultrasonic waves are usually generated and detected by piezoelectric transducers and coupled to the inspected part by direct contact or water. Although operation in transmission is widely used and easily implemented for curved parts, the pulse-echo mode is preferred since it requires only single side access and provides flaw depth information. In this case, the transducer should be properly aligned with respect to the surface of the inspected part (within a few degrees), since it is a phase sensitive device emitting and its whole surfacePeer reviewed: YesNRC publication: Ye
GWAS of epigenetic aging rates in blood reveals a critical role for TERT.
DNA methylation age is an accurate biomarker of chronological age and predicts lifespan, but its underlying molecular mechanisms are unknown. In this genome-wide association study of 9907 individuals, we find gene variants mapping to five loci associated with intrinsic epigenetic age acceleration (IEAA) and gene variants in three loci associated with extrinsic epigenetic age acceleration (EEAA). Mendelian randomization analysis suggests causal influences of menarche and menopause on IEAA and lipoproteins on IEAA and EEAA. Variants associated with longer leukocyte telomere length (LTL) in the telomerase reverse transcriptase gene (TERT) paradoxically confer higher IEAA (P < 2.7 × 10-11). Causal modeling indicates TERT-specific and independent effects on LTL and IEAA. Experimental hTERT-expression in primary human fibroblasts engenders a linear increase in DNA methylation age with cell population doubling number. Together, these findings indicate a critical role for hTERT in regulating the epigenetic clock, in addition to its established role of compensating for cell replication-dependent telomere shortening
Building a Quantum Engineering Undergraduate Program
Contribution: A roadmap is provided for building a quantum engineering education program to satisfy U.S. national and international workforce needs.
Background: The rapidly growing quantum information science and engineering (QISE) industry will require both quantum-aware and quantum-proficient engineers at the bachelor\u27s level.
Research Question: What is the best way to provide a flexible framework that can be tailored for the full academic ecosystem?
Methodology: A workshop of 480 QISE researchers from across academia, government, industry, and national laboratories was convened to draw on best practices; representative authors developed this roadmap.
Findings: 1) For quantum-aware engineers, design of a first quantum engineering course, accessible to all STEM students, is described; 2) for the education and training of quantum-proficient engineers, both a quantum engineering minor accessible to all STEM majors, and a quantum track directly integrated into individual engineering majors are detailed, requiring only three to four newly developed courses complementing existing STEM classes; 3) a conceptual QISE course for implementation at any postsecondary institution, including community colleges and military schools, is delineated; 4) QISE presents extraordinary opportunities to work toward rectifying issues of inclusivity and equity that continue to be pervasive within engineering. A plan to do so is presented, as well as how quantum engineering education offers an excellent set of education research opportunities; and 5) a hands-on training plan on quantum hardware is outlined, a key component of any quantum engineering program, with a variety of technologies, including optics, atoms and ions, cryogenic and solid-state technologies, nanofabrication, and control and readout electronics
Building a Quantum Engineering Undergraduate Program
The rapidly growing quantum information science and engineering (QISE)
industry will require both quantum-aware and quantum-proficient engineers at
the bachelor's level. We provide a roadmap for building a quantum engineering
education program to satisfy this need. For quantum-aware engineers, we
describe how to design a first quantum engineering course accessible to all
STEM students. For the education and training of quantum-proficient engineers,
we detail both a quantum engineering minor accessible to all STEM majors, and a
quantum track directly integrated into individual engineering majors. We
propose that such programs typically require only three or four newly developed
courses that complement existing engineering and science classes available on
most larger campuses. We describe a conceptual quantum information science
course for implementation at any post-secondary institution, including
community colleges and military schools. QISE presents extraordinary
opportunities to work towards rectifying issues of inclusivity and equity that
continue to be pervasive within engineering. We present a plan to do so and
describe how quantum engineering education presents an excellent set of
education research opportunities. Finally, we outline a hands-on training plan
on quantum hardware, a key component of any quantum engineering program, with a
variety of technologies including optics, atoms and ions, cryogenic and
solid-state technologies, nanofabrication, and control and readout electronics.
Our recommendations provide a flexible framework that can be tailored for
academic institutions ranging from teaching and undergraduate-focused two- and
four-year colleges to research-intensive universities.Comment: 25 pages, 2 figure
Identification and mitigation of narrow spectral artifacts that degrade searches for persistent gravitational waves in the first two observing runs of Advanced LIGO
Searches are under way in Advanced LIGO and Virgo data for persistent gravitational waves from continuous sources, e.g. rapidly rotating galactic neutron stars, and stochastic sources, e.g. relic gravitational waves from the Big Bang or superposition of distant astrophysical events such as mergers of black holes or neutron stars. These searches can be degraded by the presence of narrow spectral artifacts (lines) due to instrumental or environmental disturbances. We describe a variety of methods used for finding, identifying and mitigating these artifacts, illustrated with particular examples. Results are provided in the form of lists of line artifacts that can safely be treated as non-astrophysical. Such lists are used to improve the efficiencies and sensitivities of continuous and stochastic gravitational wave searches by allowing vetoes of false outliers and permitting data cleaning
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