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22 pages, 2281 KiB  
Article
Fuzzy Set Qualitative Comparative Analysis of Loyalty Programmes Powered with Blockchain via an UTAUT2 Framework
by Mario Arias-Oliva, Jaume Gené-Albesa, Jorge de Andrés-Sánchez and Miguel Llorens-Marín
Information 2024, 15(12), 757; https://doi.org/10.3390/info15120757 - 29 Nov 2024
Viewed by 477
Abstract
(1) Background: Loyalty programmes are business strategies aimed at increasing customer fidelity to brands. One of the most promising technologies of the 21st century is blockchain, whose application to the management of loyalty programmes can increase transparency and reliability, enable interoperability, and facilitate [...] Read more.
(1) Background: Loyalty programmes are business strategies aimed at increasing customer fidelity to brands. One of the most promising technologies of the 21st century is blockchain, whose application to the management of loyalty programmes can increase transparency and reliability, enable interoperability, and facilitate centralised management. (2) Methods: This study evaluates the antecedents of the acceptance of blockchain-based loyalty programmes (BBLPs) using a model grounded in the technology acceptance model UTAUT2. The four basic constructs of UTAUT, which we call the UTAUT-baseline, are considered explanatory factors: performance expectancy (PER), effort expectancy (EFF), social influence (SOC), and facilitating conditions (FAC). Additionally, we consider the constructs introduced in UTAUT2: hedonic motivation (HED) and perceived price value (PRI), to which we add innovativeness (INN) and trust (TRU), and we refer to these as UTAUT-extended, along with the moderating variables of UTAUT and UTAUT2: gender, age, and experience. The analytical approach used is complexity theory, which aims to capture the configurations that lead to both acceptance and rejection positions regarding BBLPs. This analysis is performed via fuzzy set qualitative comparative analysis (fsQCA). (3) Results: Eight explanatory configurations of the acceptance of BBLPs have been obtained, in which the presence of all UTAUT-baseline and UTAUT-extended constructs is a condition in at least three prime implicates. The constructs with the greatest presence as core conditions are PER, EFF, and TRU. On the other hand, nine configurations leading to the rejection of BBLPs have been identified. The absence of all UTAUT-baseline and UTAUT-extended variables is a condition in at least three configurations. The core conditions with the greatest presence in the rejection of BBLPs are the lack of FAC, HED, and PRI. (4) Practical implications: The results obtained are of great interest to business owners, as they allow for the characterisation of different profiles of people potentially engaged with BBLPs, as well as the profiles of consumers reluctant to adopt them. Full article
(This article belongs to the Special Issue Blockchain, Technology and Its Application)
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<p>Analytical groundwork in our paper.</p>
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<p>Intermediate solution for intention to use.</p>
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<p>Intermediate solution for nonintention to use.</p>
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13 pages, 2277 KiB  
Perspective
Transitional Care for Spinal Cord Injuries in Hong Kong SAR, China: A Narrative Review of the Local Experience
by Chor-Yin Lam, Ivan Yuen-Wang Su and Joyce Yuk-Mui Law
Healthcare 2024, 12(23), 2388; https://doi.org/10.3390/healthcare12232388 - 28 Nov 2024
Viewed by 458
Abstract
Background: Spinal cord injuries (SCI) are devastating conditions which often cause multiple permanent physical impairments and psychosocial complications. Discharge from hospital is often delayed and precious health resources are consumed. In Hong Kong SAR, China, the government welfare system and the public hospital [...] Read more.
Background: Spinal cord injuries (SCI) are devastating conditions which often cause multiple permanent physical impairments and psychosocial complications. Discharge from hospital is often delayed and precious health resources are consumed. In Hong Kong SAR, China, the government welfare system and the public hospital system have worked together to address these problems through partnership with non-governmental organizations. An SCI transitional care facility (the Jockey Club New Page Inn, JCNPI) run by a non-governmental organization (SAHK), was inaugurated in 2008. Objectives: Review the local experience of the implementation of SCI transitional care in Hong Kong SAR, China. Methods: A narrative review of the service model, facilitators and barriers, and future development. Service output and outcomes were evaluated with quantitative and qualitative means. Results: The SCI transitional care in Hong Kong provides person-centred transitional care and support, including a time-limited residential rehabilitation, a post-discharge community day rehabilitation programme, and a residential respite care. The current intervention strategy is based on the WHO’s International Classification of Functioning, Disability, and Health (ICF). In the past 16 years, a total of 226 clients were discharged from the residential rehabilitation service. A total of 223 (98.6%) clients have successfully returned to community living. Positive feedback was received from the service users. Conclusions: The SCI transitional care has transformed care for SCI patients from the previous biomedical-oriented, hospital-based rehabilitation into a journey with an empowering and participatory approach addressing their biopsychosocial needs. The model has proven to be a key player in the continuum of care and sustainable community reintegration of individuals with SCI. Full article
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<p>The Jockey Club New Page Inn (JCNPI) and the community facilities in the surroundings. Left upper: typical setup of a bedroom for transitional residential service; Right upper: a supermarket in the neighbourhood; Left lower: the nearby Mass Transit Railway station; Right lower: clients enjoying boccia under guidance by the staff at the basketball in front of JCNPI.</p>
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<p>The JCNPI has two modified minibuses equipped with wheelchair lifts. The Chinese characters at the top of the vehicle means “wheelchair lift in operation”.</p>
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<p>The pre-discharge suite for short period trial stays by the client and caregiver.</p>
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<p>JCNPI serves as a hub connecting the public hospitals with community support, family and caregiver support, and peer networking services for survivors with SCI.</p>
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<p>The five-component biopsychosocial model of functioning, disability and health. (Adapted from International classification of functioning, disability and health: ICF. Geneva: World Health Organization. 2001. CC BY-NC-SA 3.0 IGO [<a href="#B6-healthcare-12-02388" class="html-bibr">6</a>]).</p>
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<p>Results of application for transitional residential care.</p>
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<p>Distribution of length of stay (in years) of the residents of JCNPI in the past 16 years.</p>
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<p>Discharge destinations of transitional residential rehabilitation clients.</p>
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12 pages, 3611 KiB  
Article
Changes in Staging and Management of Non-Small Cell Lung Cancer (NSCLC) Patients Following the Implementation of Low-Dose Chest Computed Tomography (LDCT) Screening at Kaohsiung Medical University Hospital
by Chin-Ling Chen, Jui-Sheng Hsu, Yi-Wen Shen, Chih-Hsiang Hsu, Shih-Yu Kao, Wei-An Lai, Cheng-Hao Chuang, Yu-Wei Liu, Jui-Ying Lee, Shah-Hwa Chou, Jen-Yu Hung, Inn-Wen Chong and Chih-Jen Yang
Cancers 2024, 16(22), 3727; https://doi.org/10.3390/cancers16223727 - 5 Nov 2024
Viewed by 736
Abstract
Background: Low-dose computed tomography (LDCT) has been widely adopted for lung cancer screening due to its proven ability to reduce lung cancer mortality, especially among high-risk populations. Methods: This retrospective study aims to evaluate the impact of LDCT screening on non-small cell lung [...] Read more.
Background: Low-dose computed tomography (LDCT) has been widely adopted for lung cancer screening due to its proven ability to reduce lung cancer mortality, especially among high-risk populations. Methods: This retrospective study aims to evaluate the impact of LDCT screening on non-small cell lung cancer (NSCLC) staging at Kaohsiung Medical University Hospital (KMUH) from 2011 to 2020, following the introduction of LDCT in 2013. The study examines the correlation between LDCT screening volume and changes in the distribution of NSCLC stages, particularly early-stage (stages 0 and I) and late-stage (stage IV) diagnoses. Additionally, it explores the differences in histopathological subtypes, focusing on adenocarcinoma and squamous cell carcinoma, and assesses the impact of early detection on five-year survival rates. Results: The results show a significant increase in early-stage NSCLC diagnoses, particularly in adenocarcinoma cases, where early-stage diagnoses rose from 10.4% in 2010 to 38.7% in 2019. However, the number of stage IV cases remained stable, indicating that LDCT may not substantially reduce late-stage diagnoses. Pearson’s correlation analysis demonstrated a strong positive correlation between LDCT screening and early-stage NSCLC detection, particularly for adenocarcinoma (p < 0.001), though the early detection of squamous cell carcinoma and small cell carcinoma remained limited. Conclusions: The study concludes that LDCT screening plays a crucial role in improving early NSCLC detection and five-year survival rates. Future research should focus on optimizing screening strategies to capture more at-risk populations and enhance the detection of harder-to-diagnose subtypes like squamous cell carcinoma. Full article
(This article belongs to the Special Issue Curative Therapies for Non-Small Cell Lung Cancer)
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<p>LDCT examination over years 2013–2022.</p>
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<p>The detection rate of lung cancer by LDCT at KMUH (2013–2022).</p>
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<p>Stage distribution of all LDCT screen lung cancer by LDCT at KMUH (2013 to 2022).</p>
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<p>The percentage of patients at each stage who underwent operation in the LDCT-diagnosed lung cancer cohort in KMUH (2013 to 2022).</p>
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<p>The trends in NSCLC patients by stage (2011–2020) in KMUH.</p>
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<p>The trend of total newly diagnosed NSCLC cases in KMUH (2011–2020).</p>
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<p>The trends in early-stage NSCLC and SCLC by cancer type (2010–2019) in KMUH.</p>
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<p>The trend of the percentage of NSCLC patients receiving surgery as the first-line treatment in KMUH.</p>
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<p>The trends of five-year survival rates in different stages for NSCLC patients at KMUH.</p>
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26 pages, 4773 KiB  
Review
Applications of Machine Learning and Remote Sensing in Soil and Water Conservation
by Ye Inn Kim, Woo Hyeon Park, Yongchul Shin, Jin-Woo Park, Bernie Engel, Young-Jo Yun and Won Seok Jang
Hydrology 2024, 11(11), 183; https://doi.org/10.3390/hydrology11110183 - 30 Oct 2024
Viewed by 992
Abstract
The application of machine learning (ML) and remote sensing (RS) in soil and water conservation has become a powerful tool. As analytical tools continue to advance, the variety of ML algorithms and RS sources has expanded, providing opportunities for more sophisticated analyses. At [...] Read more.
The application of machine learning (ML) and remote sensing (RS) in soil and water conservation has become a powerful tool. As analytical tools continue to advance, the variety of ML algorithms and RS sources has expanded, providing opportunities for more sophisticated analyses. At the same time, researchers are required to select appropriate technologies based on the research objectives, topic, and scope of the study area. In this paper, we present a comprehensive review of the application of ML algorithms and RS that has been implemented to advance research in soil and water conservation. The key contribution of this review paper is that it provides an overview of current research areas within soil and water conservation and their effectiveness in improving prediction accuracy and resource management in categorized subfields, including soil properties, hydrology and water resources, and wildfire management. We also highlight challenges and future directions based on limitations of ML and RS applications in soil and water conservation. This review aims to serve as a reference for researchers and decision-makers by offering insights into the effectiveness of ML and RS applications in the fields of soil and water conservation. Full article
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<p>An overview of the study’s process, highlighting the search methodology, identification of research topics, employed ML algorithms and RS data, and classification and sub-classification criteria, as well as key discussion points [<a href="#B31-hydrology-11-00183" class="html-bibr">31</a>,<a href="#B32-hydrology-11-00183" class="html-bibr">32</a>,<a href="#B33-hydrology-11-00183" class="html-bibr">33</a>].</p>
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<p>A world map depicting 47 countries where research has been conducted, marked by “X”. Colored circles represent the number of publications in each country, with the corresponding numbers shown in the legend.</p>
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<p>Number of publications from 2006 to 2024 in four research areas: soil properties; hydrology and water resources; and wildfire management. A notable peak in publications on wildfire management occurred around 2022.</p>
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<p>Distribution of 195 research studies across four research fields. This pie chart illustrates the percentage of publications dedicated to each field: soil properties (48%); hydrology and water resources (27%); and wildfire management (25%).</p>
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<p>Frequency of usage for RS data in soil and water conservation research. A total of 41 RS techniques were identified. Only those used more than twice are shown in the figure. RS data used only once are not shown.</p>
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<p>Frequency of usage for ML algorithms in soil and water conservation research. RF shows the highest frequency of usage. Only algorithms used more than twice are shown in the figure. RS data used only once are not shown.</p>
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16 pages, 5123 KiB  
Article
Mechanical Properties of Two-Dimensional Metal Nitrides: Numerical Simulation Study
by Nataliya A. Sakharova, André F. G. Pereira and Jorge M. Antunes
Nanomaterials 2024, 14(21), 1736; https://doi.org/10.3390/nano14211736 - 29 Oct 2024
Viewed by 789
Abstract
It is expected that two-dimensional (2D) metal nitrides (MNs) consisting of the 13th group elements of the periodic table and nitrogen, namely aluminium nitride (AlN), gallium nitride (GaN), indium nitride (InN) and thallium nitride (TlN), have enhanced physical and mechanical properties due to [...] Read more.
It is expected that two-dimensional (2D) metal nitrides (MNs) consisting of the 13th group elements of the periodic table and nitrogen, namely aluminium nitride (AlN), gallium nitride (GaN), indium nitride (InN) and thallium nitride (TlN), have enhanced physical and mechanical properties due to the honeycomb, graphene-like atomic arrangement characteristic of these compounds. The basis for the correct design and improved performance of nanodevices and complex structures based on 2D MNs from the 13th group is an understanding of the mechanical response of their components. In this context, a comparative study to determine the elastic properties of metal nitride nanosheets was carried out making use of the nanoscale continuum modelling (or molecular structural mechanics) method. The differences in the elastic properties (surface shear and Young’s moduli and Poisson’s ratio) found for the 2D 13th group MNs are attributed to the bond length of the respective hexagonal lattice of their diatomic nanostructure. The outcomes obtained contribute to a benchmark in the evaluation of the mechanical properties of AlN, GaN, InN and TlN monolayers using analytical and numerical approaches. Full article
(This article belongs to the Special Issue Modelling and Mechanical Behaviour of Nanostructured Materials)
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<p>Schematic representation of the loading and boundary conditions for the TlNNS: (<b>a</b>) tensile loading in the x-direction (zigzag configuration); (<b>b</b>) tensile loading in the y-direction (armchair configuration); and (<b>c</b>) in-plane shear loading in the x-direction.</p>
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<p>The surface Young’s moduli, as a function of the bond length <math display="inline"><semantics> <mrow> <msub> <mrow> <mi>a</mi> </mrow> <mrow> <mrow> <mi mathvariant="normal">M</mi> <mtext>-</mtext> <mi mathvariant="normal">N</mi> </mrow> </mrow> </msub> </mrow> </semantics></math>, of the diatomic NS structure for (<b>a</b>) the zigzag configuration, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">E</mi> </mrow> <mrow> <mi>sx</mi> </mrow> </msub> </mrow> </semantics></math>, and (<b>b</b>) the armchair configuration, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">E</mi> </mrow> <mrow> <mi>sy</mi> </mrow> </msub> </mrow> </semantics></math>, of the MN nanosheets.</p>
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<p>Comparison of the surface Young’s moduli <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">E</mi> </mrow> <mrow> <mi>sx</mi> <mrow> <mo>,</mo> <mi mathvariant="normal">y</mi> </mrow> </mrow> </msub> </mrow> </semantics></math> of (<b>a</b>) GaNNSs, InNNSs and TlNNSs with those of AlNNSs and (<b>b</b>) those of metal nitride NSs with those of BNNSs [<a href="#B49-nanomaterials-14-01736" class="html-bibr">49</a>].</p>
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<p>Ratio between the surface Young’s moduli in the zigzag and armchair directions, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">E</mi> </mrow> <mrow> <mi>sx</mi> </mrow> </msub> <mo>/</mo> <msub> <mrow> <mi mathvariant="normal">E</mi> </mrow> <mrow> <mi>sy</mi> </mrow> </msub> </mrow> </semantics></math>, as a function of the bond length, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi>a</mi> </mrow> <mrow> <mrow> <mi mathvariant="normal">M</mi> <mtext>-</mtext> <mi mathvariant="normal">N</mi> </mrow> </mrow> </msub> </mrow> </semantics></math>, for MN nanosheets.</p>
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<p>Comparison of the current surface Young’s moduli, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">E</mi> </mrow> <mrow> <mi>sx</mi> <mrow> <mo>,</mo> <mi mathvariant="normal">y</mi> </mrow> </mrow> </msub> </mrow> </semantics></math>, of (<b>a</b>) AlNNSs, (<b>b</b>) GaNNSs and (<b>c</b>) InNNSs and (<b>d</b>) <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">E</mi> </mrow> <mrow> <mi>sx</mi> </mrow> </msub> <mo>/</mo> <msub> <mrow> <mi mathvariant="normal">E</mi> </mrow> <mrow> <mi>sy</mi> </mrow> </msub> </mrow> </semantics></math> ratios for the MNs from (<b>a</b>–<b>c</b>) with those available in the literature [<a href="#B32-nanomaterials-14-01736" class="html-bibr">32</a>,<a href="#B35-nanomaterials-14-01736" class="html-bibr">35</a>,<a href="#B36-nanomaterials-14-01736" class="html-bibr">36</a>].</p>
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<p>Comparison of the present surface Young’s moduli, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">E</mi> </mrow> <mrow> <mi>sNS</mi> </mrow> </msub> </mrow> </semantics></math>, for InNNSs and TlNNSs with those from the studies of Faraji et al. [<a href="#B33-nanomaterials-14-01736" class="html-bibr">33</a>] and Peng et al. (2012, 2017) [<a href="#B30-nanomaterials-14-01736" class="html-bibr">30</a>,<a href="#B31-nanomaterials-14-01736" class="html-bibr">31</a>].</p>
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<p>(<b>a</b>) Evolution of the Poisson’s ratio, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="sans-serif">ν</mi> </mrow> <mrow> <mi>xy</mi> </mrow> </msub> </mrow> </semantics></math>, of MN nanosheets as a function of the bond length, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi>a</mi> </mrow> <mrow> <mrow> <mi mathvariant="normal">M</mi> <mtext>-</mtext> <mi mathvariant="normal">N</mi> </mrow> </mrow> </msub> </mrow> </semantics></math>; (<b>b</b>) comparison of the <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="sans-serif">ν</mi> </mrow> <mrow> <mi>xy</mi> </mrow> </msub> </mrow> </semantics></math> values for AlNNSs, GaNNSs and InNNSs with those of TlNNSs.</p>
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<p>Comparison of the Poisson’s ratio, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="sans-serif">ν</mi> </mrow> <mrow> <mi>xy</mi> </mrow> </msub> </mrow> </semantics></math>, of (<b>a</b>) AlNNSs, GaNNSs and InNNSs abd (<b>b</b>) InNNSs and TlNNSs with the respective values from the literature [<a href="#B30-nanomaterials-14-01736" class="html-bibr">30</a>,<a href="#B31-nanomaterials-14-01736" class="html-bibr">31</a>,<a href="#B32-nanomaterials-14-01736" class="html-bibr">32</a>,<a href="#B33-nanomaterials-14-01736" class="html-bibr">33</a>,<a href="#B35-nanomaterials-14-01736" class="html-bibr">35</a>].</p>
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<p>Evolution of the surface shear moduli, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">G</mi> </mrow> <mrow> <mi>sxy</mi> </mrow> </msub> </mrow> </semantics></math>, of the MN nanosheets as a function of the respective bond length, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi>a</mi> </mrow> <mrow> <mrow> <mi mathvariant="normal">M</mi> <mtext>-</mtext> <mi mathvariant="normal">N</mi> </mrow> </mrow> </msub> </mrow> </semantics></math>.</p>
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<p>Comparison of the surface shear moduli, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">G</mi> </mrow> <mrow> <mi>sxy</mi> </mrow> </msub> </mrow> </semantics></math>, of (<b>a</b>) GaNNSs, InNNSs and TlNNSs with those of AlNNSs and (<b>b</b>) of the metal nitride NSs with those of BNNSs [<a href="#B49-nanomaterials-14-01736" class="html-bibr">49</a>].</p>
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<p>Comparison of the surface shear moduli, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">G</mi> </mrow> <mrow> <mi>sxy</mi> </mrow> </msub> </mrow> </semantics></math>, of the 13th group–nitride NSs with the shear moduli, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">G</mi> </mrow> <mrow> <mi>sNTs</mi> </mrow> </msub> </mrow> </semantics></math>, of NTs of the same materials [<a href="#B52-nanomaterials-14-01736" class="html-bibr">52</a>]. <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">G</mi> </mrow> <mrow> <mi>sxy</mi> </mrow> </msub> </mrow> </semantics></math> and <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">G</mi> </mrow> <mrow> <mi>sNTs</mi> </mrow> </msub> </mrow> </semantics></math> values for BN nanosheets and nanotubes are from [<a href="#B39-nanomaterials-14-01736" class="html-bibr">39</a>,<a href="#B49-nanomaterials-14-01736" class="html-bibr">49</a>], respectively.</p>
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<p>Comparison of the current surface shear modulu, <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="normal">G</mi> </mrow> <mrow> <mi>sxy</mi> </mrow> </msub> </mrow> </semantics></math>, of AlNNSs, GaNNSs and InNNSs [<a href="#B32-nanomaterials-14-01736" class="html-bibr">32</a>,<a href="#B35-nanomaterials-14-01736" class="html-bibr">35</a>].</p>
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19 pages, 3948 KiB  
Article
A Spray-Deposited Modified Silica Film on Selective Coatings for Low-Cost Solar Collectors
by Francisco Ivan Lizama-Tzec, Marco de Jesús Cetina-Dorantes, Dallely Melissa Herrera-Zamora, Juan José Alvarado-Gil, Geonel Rodríguez-Gattorno, Manuel Alejandro Estrella-Gutiérrez, Octavio García-Valladares, Caridad Vales-Pinzón and Gerko Oskam
Coatings 2024, 14(11), 1368; https://doi.org/10.3390/coatings14111368 - 27 Oct 2024
Viewed by 737
Abstract
Solar collectors represent an attractive green technology for water heating, where sunlight is efficiently absorbed by a selective coating and the generated heat is transferred to water. In this work, the improvement and scale-up of an electrodeposited black nickel selective coating with a [...] Read more.
Solar collectors represent an attractive green technology for water heating, where sunlight is efficiently absorbed by a selective coating and the generated heat is transferred to water. In this work, the improvement and scale-up of an electrodeposited black nickel selective coating with a modified silica (MS) film deposited by spray pyrolysis are reported. The MS material was prepared by the sol–gel method using tetraethyl orthosilicate with the addition of n-propyl triethoxysilane to obtain a porous film with an adequate refractive index and enhanced flexibility. The reflectance of electrodeposited selective coatings was characterized with and without the MS film and compared to a commercially available coating of black paint. The MS film increased the solar absorptance from 89% to 93% while maintaining a much lower thermal emittance than the painted coating. The reflectance of the MS film remained unchanged after prolonged thermal treatment at 200 °C (200 h). The fabrication process was scaled up to 193 cm × 12 cm copper fins, which were incorporated in commercial-size flat-plate solar collectors. Three complete collectors of an area of 1.7 m2 were fabricated and their performance was evaluated under outdoor conditions. The results show that the electrodeposited selective coating with the MS film outperformed both the commercial black paint system and the system without the modified silica film. Full article
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<p>SEM images of the BN film (<b>a</b>) before and (<b>b</b>) after the thermal treatment at 200 °C. (<b>c</b>) BN/MS coating after the thermal treatment at 200 °C. (<b>d</b>) Image of the contact angle of a water drop on BN/S and BN/MS surfaces after thermal treatment at 200 °C (200 h). (<b>e</b>) AFM images of MS (Ra = 1.1 nm ± 0.1 nm) and silica (Ra = 1.4 nm ± 0.1 nm) surfaces; the corresponding film cross-sections are also shown.</p>
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<p>X-ray diffraction patterns for (<b>a</b>) Cu/Ni/BN films before and after thermal treatment (200 °C/200 h) and (<b>b</b>) MS and SC powders obtained from TEOS/PTES and TEOS solutions, respectively.</p>
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<p>Transmittance spectra of MS (320–1100 nm) were applied using spray pyrolysis deposition of the TEOS/PTES precursor directly onto the glass slide: the thickness was about 113 ± 3 nm (see <a href="#app1-coatings-14-01368" class="html-app">Supporting Information Figure S8</a> for the thickness measurement details).</p>
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<p>ATR-FTIR absorbance spectra of spray-pyrolysis deposited films: (<b>a</b>) silica film deposited on glass using a solution with TEOS/PTES before and after thermal treatment; (<b>b</b>) silica film deposited using a solution with TEOS before and after thermal treatment. In Figure (<b>b</b>), the arrows indicate the position of the wavenumbers assigned in (<b>a</b>).</p>
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<p>Total reflectance spectra for (<b>a</b>) Cu/Ni/BN and Cu/Ni/BN/MS before and after thermal treatment at 200 °C and (<b>b</b>) Cu/CBP before and after thermal treatment at 200 °C.</p>
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<p>Picture of the flat-plate solar collectors under outdoor conditions in Jiutepec, Mexico. The maximum collector efficiency and heat loss transfer coefficient are shown.</p>
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<p>Instantaneous thermal efficiency measured under outdoor conditions in Jiutepec, Morelos, for the Cu/Ni/BN, Cu/Ni/BN/MS, and Cu/CBP solar collectors.</p>
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<p>Infrared absorbance spectra of Cu/Ni/BN/MS obtained from a section of 193 cm Cu fin. The fin section was thermally treated at 200 °C for 200 h.</p>
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11 pages, 1541 KiB  
Article
Real-World Experience in the Clinical Use of Pirfenidone in Patients with Idiopathic Pulmonary Fibrosis in Taiwan: A Post-Marketing Surveillance Study
by Ping-Hung Kuo, Chih-Yen Tu, Chia-Hung Chen, Kuo-Chin Kao, Jeng-Yuan Hsu, Meng-Chih Lin, Inn-Wen Chong and Chau-Chyun Sheu
Biomedicines 2024, 12(10), 2348; https://doi.org/10.3390/biomedicines12102348 - 15 Oct 2024
Viewed by 971
Abstract
Background: Idiopathic pulmonary fibrosis (IPF) is a serious, progressive lung disease for which treatments are scarce. Pirfenidone has been approved for the treatment of IPF in Taiwan since 2016. This study aimed to gain a better insight into pirfenidone’s real-world safety and effectiveness [...] Read more.
Background: Idiopathic pulmonary fibrosis (IPF) is a serious, progressive lung disease for which treatments are scarce. Pirfenidone has been approved for the treatment of IPF in Taiwan since 2016. This study aimed to gain a better insight into pirfenidone’s real-world safety and effectiveness in adult IPF patients in Taiwan. Methods: We conducted a prospective, multicenter, post-marketing surveillance study, and analyzed data from a small sample of 50 IPF patients treated with pirfenidone. Results: Most patients were men, with a mean age of 72.8 years (±10.3). They were in physiology stage I or II with a baseline mean forced vital capacity (FVC) of 2.236 L (73.8% of predicted value). After treatment with pirfenidone, the mean FVC decreased by 0.088 L at week 24 and 0.127 L at week 52. The mean 6 min walk test was 325.5 m at baseline, increased by 8.1 m at week 24, but then decreased by 23.0 m at week 52. These changes from baseline did not reach statistical significance. Pirfenidone prevented worsening of cough but did not stabilize dyspnea. During 52 weeks of treatment, the incidence of total adverse drug reactions was 62.0%, with decreased appetite (32.0%) and pruritis (10.0%) being the most common. The adverse events leading to treatment discontinuation were decreased appetite (8.0%), nausea (4.0%), and respiratory failure (4.0%). No safety concern was raised by the study. Treatment with pirfenidone stabilized both FVC and the subjective symptom of cough in most patients. Conclusions: This post-marketing surveillance study demonstrated that pirfenidone is an effective, safe, and well-tolerated treatment in patients with IPF in Taiwan. Full article
(This article belongs to the Section Molecular and Translational Medicine)
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<p>GAP staging of all patients at baseline.</p>
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<p>(<b>a</b>) Daily dose of pirfenidone (mg/day), (<b>b</b>) treatment duration (days).</p>
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<p>FVC change from baseline (% pred). FVC, forced vital capacity.</p>
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<p>Categorical changes in subjective symptoms from baseline to week 52 were defined as “Improved” (grey, decrease score), “Stable” (orange, no change), or “Worsened” (blue, increased score).</p>
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<p>GAP staging of the effectiveness-evaluable population at baseline (<b>a</b>) and week 52 (<b>b</b>).</p>
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17 pages, 13526 KiB  
Article
Hydrogen-Rich Syngas Production in a Ce0.9Zr0.05Y0.05O2−δ/Ag and Molten Carbonates Membrane Reactor
by José A. Raya-Colín, José A. Romero-Serrano, Cristian Carrera-Figueiras, José A. Fabián-Anguiano, Heberto Balmori-Ramírez, Oscar Ovalle-Encinia and José Ortiz-Landeros
ChemEngineering 2024, 8(5), 106; https://doi.org/10.3390/chemengineering8050106 - 15 Oct 2024
Viewed by 987
Abstract
This study proposes a new dense membrane for selectively separating CO2 and O2 at high temperatures and simultaneously producing syngas. The membrane consists of a cermet-type material infiltrated with a ternary carbonate phase. Initially, the co-doped ceria of composition Ce0.9 [...] Read more.
This study proposes a new dense membrane for selectively separating CO2 and O2 at high temperatures and simultaneously producing syngas. The membrane consists of a cermet-type material infiltrated with a ternary carbonate phase. Initially, the co-doped ceria of composition Ce0.9Zr0.05Y0.05O2−δ (CZY) was synthesized by using the conventional solid-state reaction method. Then, the ceramic was mixed with commercial silver powders using a ball milling process and subsequently uniaxially pressed and sintered to form the disk-shaped cermet. The dense membrane was finally formed via the infiltration of molten salts into the porous cermet supports. At high temperatures (700–850 °C), the membranes exhibit CO2/N2 and O2/N2 permselectivity and a high permeation flux under different CO2 concentrations in the feed and sweeping gas flow rates. The observed permeation properties make its use viable for CO2 valorization via the oxy-CO2 reforming of methane, wherein both CO2 and O2 permeated gases were effectively utilized to produce hydrogen-rich syngas (H2 + CO) through a catalytic membrane reactor arrangement at different temperatures ranging from 700 to 850 °C. The effect of the ceramic filler in the cermet is discussed, and continuous permeation testing, up to 115 h, demonstrated the membrane’s superior chemical and thermal stability by confirming the absence of any chemical interaction between the material and the carbonates as well as the absence of significant sintering concerns with the pure silver. Full article
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<p>Schematic showing the selective separation of CO<sub>2</sub> and O<sub>2</sub> across a metal–carbonate membrane system at elevated temperatures.</p>
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<p>SEM images and chemical element mapping of CZY powder: (<b>a</b>) CZY powder obtained by milling and calcination, (<b>b</b>) elemental analysis of cerium, (<b>c</b>) zirconium, and (<b>d</b>) yttrium.</p>
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<p>SEM images and chemical element mapping of CZY powder: (<b>a</b>) CZY powder obtained by milling and calcination, (<b>b</b>) elemental analysis of cerium, (<b>c</b>) zirconium, and (<b>d</b>) yttrium.</p>
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<p>(<b>a</b>) SEM images of the starting silver powder, (<b>b</b>) CZY/Ag cermet prepared by high-energy milling, (<b>c</b>) particle size distribution of CZY/Ag powder (ultimate particle size), (<b>d</b>) EDS analysis of the cermet, and (<b>e</b>) N<sub>2</sub> adsorption/desorption isotherms.</p>
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<p>(<b>a</b>) SEM images of the starting silver powder, (<b>b</b>) CZY/Ag cermet prepared by high-energy milling, (<b>c</b>) particle size distribution of CZY/Ag powder (ultimate particle size), (<b>d</b>) EDS analysis of the cermet, and (<b>e</b>) N<sub>2</sub> adsorption/desorption isotherms.</p>
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<p>(<b>a</b>) SEM images of the starting silver powder, (<b>b</b>) CZY/Ag cermet prepared by high-energy milling, (<b>c</b>) particle size distribution of CZY/Ag powder (ultimate particle size), (<b>d</b>) EDS analysis of the cermet, and (<b>e</b>) N<sub>2</sub> adsorption/desorption isotherms.</p>
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<p>(<b>a</b>) SEM micrographs of porous cermet support (cross-section) without carbonate and (<b>b</b>) dense membrane after carbonate infiltration.</p>
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<p>(<b>a</b>) SEM micrographs of porous cermet support (cross-section) without carbonate and (<b>b</b>) dense membrane after carbonate infiltration.</p>
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<p>XRD diffraction patterns of silver powder, CZY powder, cermet powder, and membrane support sintered at 900 °C for 20h.</p>
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<p>(<b>a</b>–<b>c</b>) CO<sub>2</sub> and O<sub>2</sub> permeation flux through the dense cermet membrane using different feed gas mixtures and (<b>d</b>) Arrhenius plot of the experiment performed with a feed of 85 vol.% air-15 vol.% CO<sub>2</sub> and sweep of 50 mL·min<sup>−1</sup> of Ar, showing its activation energy (<span class="html-italic">Ea</span>).</p>
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<p>(<b>a</b>–<b>c</b>) CO<sub>2</sub> and O<sub>2</sub> permeation flux through the dense cermet membrane using different feed gas mixtures and (<b>d</b>) Arrhenius plot of the experiment performed with a feed of 85 vol.% air-15 vol.% CO<sub>2</sub> and sweep of 50 mL·min<sup>−1</sup> of Ar, showing its activation energy (<span class="html-italic">Ea</span>).</p>
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<p>Effect of temperature on the syngas production (H<sub>2</sub> + CO), methane conversion, and H<sub>2</sub>/CO molar ratio under the studied oxy-CO<sub>2</sub> reforming of methane conditions.</p>
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<p>The stability performance of CO<sub>2</sub> and O<sub>2</sub> permeation at different operating conditions was studied for the dense cermet-carbonate membranes, completing a total and continuous operating time of 115 h.</p>
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<p>XRD pattern of the dense ceramic–-carbonate membrane before testing and after continuous operation for 115 h from both the feed and sweep sides.</p>
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<p>SEM images of the membrane surface after 115 h of continuous operation: (<b>a</b>) surface exposed to the feed gas mixture and (<b>b</b>) surface exposed to the permeate; withe arrows show the coarsening of Ag phase.</p>
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18 pages, 798 KiB  
Article
The Mediating Role of Strategic Adaptability on the Relationship between Human Resource Management Strategies and Innovation
by Zaid Megdad and Dilber Çaglar
Sustainability 2024, 16(20), 8729; https://doi.org/10.3390/su16208729 - 10 Oct 2024
Viewed by 1484
Abstract
Dynamic environmental changes continue to impact organizations’ performance and goals, prompting them to adapt and develop strategies that foster innovation continually. Thus, HRMS enables talented, retaining skilled, and innovative employees who contribute with creative ideas and creative problem-solving problems to enhance innovation practices [...] Read more.
Dynamic environmental changes continue to impact organizations’ performance and goals, prompting them to adapt and develop strategies that foster innovation continually. Thus, HRMS enables talented, retaining skilled, and innovative employees who contribute with creative ideas and creative problem-solving problems to enhance innovation practices in organizations. Therefore, the findings of previous studies are insufficient and considered as empirical evidence to investigate the research constructs relationship. This study aims to examine the gap in strategic adaptability via HRM strategies and innovation in Jordanian banks. The study employs data analysis and hypotheses testing, descriptive analysis approach, and (SEM) structural equation modeling through SPSS-24 and PLS-SEM-4 software. The research population includes 16 Jordanian banks, and a stratified sampling method conducted on 468 respondents resulted in 455 completed ones, the respondents are middle level managers and department heads. The findings reveal a positive significant impact of HRMS and innovation (INN), a significant positive impact of HRMS and strategic adaptability (SA), and a significant positive effect between strategic adaptability (SA) and innovation (INN). In addition, the findings indicate a partial indirect relationship effect between strategic adaptability (SA) via HRMS and innovation (INN). The conclusion shows that the bank’s performance is highly improved by strategic adaptability, which allows the bank to quickly respond to local and global environmental changes, challenges, crises, and market trends, and provides valuable theoretical and practical insights regarding the role of strategic adaptability (SA) relationship between HRM strategies (HRMS) and innovation (INN). These findings are relevant to the global banking sector due to the similar operating conditions and environments. Moreover, a better understanding of these relationships by practitioners and researchers for future studies in different environments, and sectors. Full article
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<p>Research theoretical framework model. Source: Created by Authors.</p>
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<p>Note(s) ***: <span class="html-italic">p</span> &lt; 0.001; bold arrows: direct effect; and dashed arrows: indirect effect. Source: Created by Authors.</p>
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9 pages, 2411 KiB  
Case Report
Thoracic Extradural Psammomatous Meningioma on T6–T8: A Case Report and Literature Review
by Roberto Renan Albavera-Gutiérrez, Arturo Espíndola-Rodríguez, Carlos Alberto Castro-Fuentes, Ana Karen Aguayo Martínez, Omar Esteban Valencia-Ledezma, Juan Manuel Salgado-Camacho, Luis Bernal Mendoza and Ernesto Nuñez Nava
Surgeries 2024, 5(4), 920-928; https://doi.org/10.3390/surgeries5040074 - 1 Oct 2024
Viewed by 726
Abstract
Tumors of the spine are rare, with an incidence of 1.0 and 1.5 per 100,000 individuals. A 44-year-old female patient underwent emergency surgery for posterior decompression and tumor resection. A 3-level laminectomy was performed from T6 to T8 using the Medtronic Midas Rex [...] Read more.
Tumors of the spine are rare, with an incidence of 1.0 and 1.5 per 100,000 individuals. A 44-year-old female patient underwent emergency surgery for posterior decompression and tumor resection. A 3-level laminectomy was performed from T6 to T8 using the Medtronic Midas Rex drill and a 5 mm diamond drill, with microsurgical resection of the lesion. A new resection was performed one week later to address a residual tumor located towards the rostral and cephalic levels. A sample of the extradural lesion was obtained and was sent to the Pathology Department of the Hospital Regional de Alta Especialidad de Ixtapaluca (HRAEI) for histopathological diagnosis, reporting Grade 1 psammomatous meningioma according to the WHO’s criteria. Our patient’s rehabilitation treatment consisted of two parts. The first part occurred during her hospital stay, before and after surgery, and upon her discharge. At the first outpatient consultation three weeks after surgery, the patient showed improved strength in the lower extremities, scoring 4/5 on the Daniel’s scale muscle strength test. After one year of follow-up, our patient has recovered muscle strength. This allows her to move freely, scoring 5/5 on the Daniel’s scale muscle strength test. Full article
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<p>(<b>A</b>) Sagittal section magnetic resonance imaging performed to identify an epidural lesion causing the compression of the dural sac (blue arrow). (<b>B</b>) Magnetic resonance imaging in the axial section at the T7 level, showing an extradural image that displaces the medullary sac to the right side, and a lesion that invades part of the framen on the left side without apparent extraspinal invasion.</p>
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<p>(<b>A</b>) The MRI results after the first surgical intervention. It shows the distal part of the tumor that was resected, with the proximal part missing, which still causes the compression on the dural sac. (<b>B</b>) Magnetic resonance image of the axial section after the first surgery.</p>
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<p>(<b>A</b>) Post-operative image after the second surgical intervention, showing complete tumor resection with a hyperintense image showing hemostatic material. (<b>B</b>) Axial post-operative image after the second surgery.</p>
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<p>(<b>A</b>) An image showing the follow-up of the patient 6 months after the first surgery in the sagittal section. (<b>B</b>) Am image showing the follow-up of the patient 6 months after the second surgery in the axial section.</p>
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15 pages, 4030 KiB  
Article
A Training-Free Latent Diffusion Style Transfer Method
by Zhengtao Xiang, Xing Wan, Libo Xu, Xin Yu and Yuhan Mao
Information 2024, 15(10), 588; https://doi.org/10.3390/info15100588 - 26 Sep 2024
Viewed by 1132
Abstract
Diffusion models have attracted considerable scholarly interest for their outstanding performance in generative tasks. However, current style transfer techniques based on diffusion models still rely on fine-tuning during the inference phase to optimize the generated results. This approach is not merely laborious and [...] Read more.
Diffusion models have attracted considerable scholarly interest for their outstanding performance in generative tasks. However, current style transfer techniques based on diffusion models still rely on fine-tuning during the inference phase to optimize the generated results. This approach is not merely laborious and resource-demanding but also fails to fully harness the creative potential of expansive diffusion models. To overcome this limitation, this paper introduces an innovative solution that utilizes a pretrained diffusion model, thereby obviating the necessity for additional training steps. The scheme proposes a Feature Normalization Mapping Module with Cross-Attention Mechanism (INN-FMM) based on the dual-path diffusion model. This module employs soft attention to extract style features and integrate them with content features. Additionally, a parameter-free Similarity Attention Mechanism (SimAM) is employed within the image feature space to facilitate the transfer of style image textures and colors, while simultaneously minimizing the loss of structural content information. The fusion of these dual attention mechanisms enables us to achieve style transfer in texture and color without sacrificing content integrity. The experimental results indicate that our approach exceeds existing methods in several evaluation metrics. Full article
(This article belongs to the Special Issue Feature Papers in Artificial Intelligence 2024)
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<p>The structural flowchart.</p>
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<p>The method in this paper produces images of arbitrary style transfer.</p>
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<p>Comparison Experiment Chart.</p>
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<p>Ablation Study.</p>
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<p>Trade-off Between Style and Content.</p>
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<p>Injecting Attention at Different Denoising Steps.</p>
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24 pages, 12996 KiB  
Article
An Interval Neural Network Method for Identifying Static Concentrated Loads in a Population of Structures
by Yang Cao, Xiaojun Wang, Yi Wang, Lianming Xu and Yifei Wang
Aerospace 2024, 11(9), 770; https://doi.org/10.3390/aerospace11090770 - 19 Sep 2024
Viewed by 796
Abstract
During the design and validation of structural engineering, the focus is on a population of similar structures, not just one. These structures face uncertainties from external environments and internal configurations, causing variability in responses under the same load. Identifying the real load from [...] Read more.
During the design and validation of structural engineering, the focus is on a population of similar structures, not just one. These structures face uncertainties from external environments and internal configurations, causing variability in responses under the same load. Identifying the real load from these dispersed responses is a significant challenge. This paper proposes an interval neural network (INN) method for identifying static concentrated loads, where the network parameters are internalized to create a new INN architecture. Additionally, the paper introduces an improved interval prediction quality loss function indicator named coverage and mean square criterion (CMSC), which balances the interval coverage rate and interval width of the identified load, ensuring that the median of the recognition interval is closer to the real load. The efficiency of the proposed method is assessed through three examples and validated through comparative research against other loss functions. Our research findings indicate that this approach enhances the interval accuracy, robustness, and generalization of load identification. This improvement is evident even when faced with challenges such as limited training data and significant noise interference. Full article
(This article belongs to the Special Issue Aircraft Structural Health Monitoring and Digital Twin)
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<p>Uncertainty in a population of structures.</p>
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<p>The modeling process of INN for load identification issues.</p>
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<p>Topology of a three-layer IBPNN.</p>
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<p>The identified interval values of two types at the same objective function value (IMSE).</p>
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<p>Graph demonstrating the concept of PICP.</p>
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<p>Comparison of two types of interval prediction models.</p>
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<p>Comparison of two types of interval prediction models.</p>
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<p>Flowchart of the Centralized Load Identification Algorithm based on IBPNN.</p>
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<p>The functional relationship between response and load.</p>
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<p>Iterative Optimization Process using a genetic algorithm.</p>
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<p>The results of the load identification based on traditional BPNN.</p>
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<p>The results of the load identification based on traditional BPNN.</p>
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<p>The results of the load identification based on the loss function IMSE.</p>
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<p>The results of the load identification based on the loss function CWC.</p>
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<p>The results of the load identification based on the loss function CMSC.</p>
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<p>Illustration of a cantilever beam structure subjected to a concentrated static load.</p>
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<p>The displacement response of nodes under various loading scenarios.</p>
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<p>The load identification results when loading <math display="inline"><semantics> <mrow> <msub> <mi>F</mi> <mn>1</mn> </msub> </mrow> </semantics></math>.</p>
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<p>The load identification results when loading <math display="inline"><semantics> <mrow> <msub> <mi>F</mi> <mn>2</mn> </msub> </mrow> </semantics></math>.</p>
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<p>Experimental procedure schematic.</p>
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<p>Experimental procedure.</p>
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<p>Recognition results of the training dataset.</p>
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<p>Load identification results for four test samples.</p>
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<p>Load identification results for four test samples.</p>
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18 pages, 3707 KiB  
Article
Design of Minimal Model-Free Control Structure for Fast Trajectory Tracking of Robotic Arms
by Baptiste Toussaint and Maxime Raison
Appl. Sci. 2024, 14(18), 8405; https://doi.org/10.3390/app14188405 - 18 Sep 2024
Viewed by 748
Abstract
This paper designs a minimal neural network (NN)-based model-free control structure for the fast, accurate trajectory tracking of robotic arms, crucial for large movements, velocities, and accelerations. Trajectory tracking requires an accurate dynamic model or aggressive feedback. However, such models are hard to [...] Read more.
This paper designs a minimal neural network (NN)-based model-free control structure for the fast, accurate trajectory tracking of robotic arms, crucial for large movements, velocities, and accelerations. Trajectory tracking requires an accurate dynamic model or aggressive feedback. However, such models are hard to obtain due to nonlinearities and uncertainties, especially in low-cost, 3D-printed robotic arms. A recently proposed model-free architecture has used an NN for the dynamic compensation of a proportional derivative controller, but the minimal requirements and optimal conditions remain unclear, leading to overly complex architectures. This study aims to identify these requirements and design a minimal NN-based model-free control structure for trajectory tracking. Two architectures are compared, one NN per joint (INN) and one global NN (GNN), each tested on two serial robotic arms in simulations and real scenarios. The results show that the architecture reduces tracking errors (RMSE < 2°). The INN is accurate for decoupled joint dynamics and requires fewer training data than the GNN. A table summarizes the design process. Future works will apply this control structure to low-cost robotic arms and micro-movements. Full article
(This article belongs to the Special Issue Artificial Intelligence and Its Application in Robotics)
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<p>Model-free control structure for high-speed trajectory tracking.</p>
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<p>Summary of existing control structures for trajectory tracking [<a href="#B4-applsci-14-08405" class="html-bibr">4</a>,<a href="#B5-applsci-14-08405" class="html-bibr">5</a>,<a href="#B7-applsci-14-08405" class="html-bibr">7</a>,<a href="#B8-applsci-14-08405" class="html-bibr">8</a>,<a href="#B12-applsci-14-08405" class="html-bibr">12</a>,<a href="#B13-applsci-14-08405" class="html-bibr">13</a>,<a href="#B14-applsci-14-08405" class="html-bibr">14</a>,<a href="#B15-applsci-14-08405" class="html-bibr">15</a>,<a href="#B16-applsci-14-08405" class="html-bibr">16</a>,<a href="#B25-applsci-14-08405" class="html-bibr">25</a>,<a href="#B26-applsci-14-08405" class="html-bibr">26</a>].</p>
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<p>Design of the studied robotic arms for (<b>A</b>) simulated and real 3-DOF arms and (<b>B</b>) a real 5-DOF arm.</p>
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<p>Learning curve with both INN and GNN methods: (<b>A</b>) without reduction ratio, (<b>B</b>) with a reduction ratio R = 0.01.</p>
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<p>Relative performances of the NN-based control structure compared to the reference PD controller as a function of the <math display="inline"><semantics> <mrow> <msub> <mrow> <mi mathvariant="bold-italic">J</mi> </mrow> <mrow> <mi mathvariant="bold-italic">m</mi> </mrow> </msub> <mo>/</mo> <mo>(</mo> <mi mathvariant="bold-italic">R</mi> <mi mathvariant="bold-italic">M</mi> <mi mathvariant="bold-italic">R</mi> <mo>)</mo> </mrow> </semantics></math> ratio.</p>
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<p>Relative performances of the NN-based control structure compared to the reference PD controller as a function of the accuracy of the PD controller and the step time of the direct dynamic integration.</p>
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<p>Relative performances of the neural networks to the reference PD controller as a function of the noise magnitude in the training data.</p>
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<p>Performance of trajectory tracking with various NNs for (<b>A</b>) 3-DOF robotic arm, fast trajectories (<b>B</b>) 3-DOF robotic arm, intermediate trajectories; (<b>C</b>) 5-DOF robotic arm, slow trajectories.</p>
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33 pages, 881 KiB  
Article
Sustainable Operations Management in the Energy Sector: A Comprehensive Review of the Literature from 2000 to 2024
by Mariana Losada-Agudelo and Sebastian Souyris
Sustainability 2024, 16(18), 7999; https://doi.org/10.3390/su16187999 - 13 Sep 2024
Cited by 1 | Viewed by 2661
Abstract
This study centers on sustainable operations management within the energy sector, identifying and synthesizing effective strategies for integrating sustainability into business practices. We perform a systematic literature review covering contributions from January 2000 to June 2024 extracted from Web of Science and Scopus [...] Read more.
This study centers on sustainable operations management within the energy sector, identifying and synthesizing effective strategies for integrating sustainability into business practices. We perform a systematic literature review covering contributions from January 2000 to June 2024 extracted from Web of Science and Scopus databases. The methodology includes an explicit search and selection protocol to ensure relevant and unbiased insights into the evolution of sustainable practices in the energy sector. The results indicate an increase in publications over the years, particularly in areas such as low-carbon economies, environmental management, and innovation, all of which are crucial for reducing carbon footprints and enhancing operational sustainability. This study categorizes existing research into five main streams: Closed Loop Supply Chains (CLSC), Low Carbon Economy (LCE), Environmental Management and Performance (EMP), Innovation (INN), and Social Responsibility (SR). The review underscores the significant gap between current practices and the potential for incorporating renewable energy sources into existing systems. In addition, it highlights the need for robust governmental policies and international cooperation in order to foster a more rapid transition towards sustainable operations on the energy sector. Furthermore, our findings suggest that despite technological advances, significant implementation gaps remain that require focused research and policy adjustments in order to achieve sustainability targets in the energy sector. Full article
(This article belongs to the Special Issue Sustainable Operations & Supply Chain Management)
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<p>Percentage of CO<sub>2</sub> emissions by sector. Data source: <a href="https://www.epa.gov/ghgemissions/global-greenhouse-gas-overview" target="_blank">https://www.epa.gov/ghgemissions/global-greenhouse-gas-overview</a>, accessed on 25 July 2024, U.S. Environmental Protection Agency.</p>
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<p>Articles per database.</p>
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<p>Identification of studies via databases.</p>
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<p>Distribution by clusters and year.</p>
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<p>Distribution of reviewed articles by clusters.</p>
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8 pages, 3666 KiB  
Case Report
Empyema Necessitatis Caused by Prevotella melaninogenica and Dialister pneumosintes Resolved with Vacuum-Assisted Closure System: A Case Report
by Esteban Bladimir Martínez Castrejón, Erika Reina-Bautista, Sandra Tania Ventura-Gómez, Araceli Maldonado Cisneros, Jessica Alejandra Juárez Ramos, Miguel Alejandro Sánchez Durán, Jesús Aguilar Ventura, Omar Esteban Valencia-Ledezma, María Guadalupe Frías-De-León, Eduardo García Salazar and Carlos Alberto Castro-Fuentes
Microorganisms 2024, 12(9), 1881; https://doi.org/10.3390/microorganisms12091881 - 12 Sep 2024
Viewed by 663
Abstract
Empyema necessitatis is a rare complication of an untreated or inadequately controlled empyema. We present the case of an 11-year-old female adolescent living in precarious conditions, overcrowding, incomplete vaccinations, irregular dental hygiene, and no significant family or personal medical history. The patient started [...] Read more.
Empyema necessitatis is a rare complication of an untreated or inadequately controlled empyema. We present the case of an 11-year-old female adolescent living in precarious conditions, overcrowding, incomplete vaccinations, irregular dental hygiene, and no significant family or personal medical history. The patient started with symptoms one week prior to her hospitalization, presenting a persistent sporadic dry cough, and was later diagnosed with complicated pneumonia, resulting in the placement of an endopleural tube. Vancomycin (40 mg/kg/day) and ceftriaxone (75 mg/kg/day) were administered. However, the clinical evolution was unfavorable, with fever and respiratory distress, so a right jugular catheter was placed. The CT scan showed a loculated collection that occupied the entire right lung parenchyma and pneumothorax at the right upper lobe level. After four days of treatment, the patient still presented purulent drainage with persistent right pleural effusion syndrome. P. melaninogenica and D. pneumosintes were identified from the purulent collection on the upper right lobe, so the antimicrobial treatment was adapted to a glycopeptide, Teicoplanin, at a weight-based dosing of 6 mg/kg/day and Metronidazole at a weight-based dosing of 30 mg/kg/day. In addition, VAC therapy was used for 26 days with favorable resolution. Full article
(This article belongs to the Special Issue Mycobacterial Tuberculosis Pathogenesis and Vaccine Development)
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<p>Anteroposterior thoracic X-ray taken on admission shows a right pleural tube and right pleural effusion with loss of the costophrenic angle and radiopacity in the right lung.</p>
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<p>Contrasted computed tomography. Abscessified collection with hydroaeric levels, atelectasis of the parenchyma, lower zone consolidation, loculation in the base, and occlusion of the pleurostomy.</p>
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<p>The patient’s laboratory results during the time she was treated in our hospital. Erythrocytes (RBC): 4.2–5.3 × 10<sup>6</sup> uL; hemoglobin (Hb): 12.5–16 g/dL; hematocrit (Hct): 37.5–48%; leukocytes (WBC): 4.5–13.5 × 10<sup>3</sup> uL; neutrophils (NEUT): 1.8–8 × 10<sup>3</sup> uL; lymphocytes (LYMPH): 1.5–6.5 × 10<sup>3</sup> uL; monocytes (MONO): 0–1.4 × 10<sup>3</sup> uL; eosinophils (EOS): 0–0.9 × 10<sup>3</sup> uL; prothrombin time (PT): 0.0 sec = 100%; C-reactive protein (CRP): 0–5 mg/L; glucose (Glu): 60–99 mg/dL; serum creatinine (SCr): 0.6–1.1 mg/dL; total cholesterol (TC): recommended less than 170 mg/dL, moderate 170–199 mg/dL, high equal to or greater than 200 mg/dL; total proteins (TPs): 6–8 g/dL; serum albumin (Alb): 3.8–5.4 g/dL; lactic dehydrogenase (LDH): 125–220 IU/L; procalcitonin (PCT): &lt;0.1 ng/mL; medium corpuscular volume (MCV): 80–100 fL; mean corpuscular hemoglobin (MCH): 25–34 pg; red cell distribution width (RCDW): 11.5–16.6%; blood chemistry (BC): ureic nitrogen (UN): 7–16.8 mg/dL; platelets (PLTs): 130–480 × 10<sup>3</sup> uL; liver function tests (LFTs).</p>
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<p>Chest X-ray after surgery (72 h after), with the persistence of multiple alveolar consolidation zones, pleural drainage, and skin drainage.</p>
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<p>Computed tomography (CT) scan shows subcutaneous emphysema due to gas in soft tissues on the rib cage, with thickening and abscessified collection.</p>
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<p>A chest X-ray taken after completely stopping the negative pressure therapy showed resolution of the infectious process, observing only persistent linear atelectasis.</p>
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