Inherent stochasticity, noise and limits of detection in continuous and time-gated fluorescence systems. by Nicholas H Vitale, Arjang Hassibi, Hyongsok Tom Soh, Boris Murmann, Thomas H Lee

“…When the fluorophores are subjected to an arbitrary excitation photon flux, we apply the model and compute the evolution of the probability mass function (pmf) for each quantum state comprising a fluorophore's electronic structure, and hence the dynamics of the resulting emission photon flux. …”
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Proteomic dataset of sorghum leaf and root responses to single and combined drought and heat stress by Ali Elnaeim Elbasheir Ali, Robert E. Sharp, Laura Greeley, Scott C. Peck, David L. Tabb, Ndiko Ludidi

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FAULT DIAGNOSIS OF ROLLING BEARINGS BASED ON CHANNEL AND SPATIAL RECONSTRUCTION NETWORKS by ZHOU Tao, YAO DeChen, YANG JianWei

“…Since the fault vibration data collected in real engineering may be accompanied by noise，traditional diagnostic models are difficult to identify fault categories，to address this problem，a rolling bearing fault diagnosis research method based on channel and spatial reconstruction and progressive convolutional neural networks （CSRP-CNN） was proposed.The model utilizes channel and spatial reconstruction convolution （CSConv） to reduce the redundant information of channels and space in fault features，and reduces the complexity and computation to improve the performance； using convolutional block attention module （CBAM），attention enhancement operation was carried out in the channel and spatial dimensions to make the model pay attention to important fault feature information； and progressive convolutional network structure was used in the shallow layer of the network，which will fuse the previous fault feature information fused with the current input to obtain richer feature information.The performance of CSRP-CNN was evaluated by two different datasets of Case Western Reserve University（CWRU）and machinery fault simulator magnum（MFS-MG）.After the noise and ablation tests，it is verified that CSRP-CNN has strong robustness and the effects of CSConv，CBAM and progressive convolutional neural network（PCNN） on the model noise immunity performance.…”
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Unveiling Disability Empowerment: Evaluating ICT Skill Enhancement Initiatives in Indonesia by Amri Dunan, Bambang Mudjiyanto, Karman, Djoko Walujo

“…Through a qualitative approach—using semi-structured interviews and focus group discussions with 99 participants from diverse people with disability groups—the findings reveal significant improvements in self-confidence, digital literacy, and participants’ ability to overcome employment and online communication challenges. …”
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Les parcs agroforestiers d’Azilal (Maroc) : une construction paysagère pluri-séculaire et toujours vivante by Aude Nuscia Taïbi, Mustapha El Hannani, Yahia El Khalki, Aziz Ballouche

“…Dendrochronological analyses on holm oaks in the municipality of Agoudi N'Lkhir show that a large number of them are 200 to 300 years old and their regular treatment by long rotation (secular) grape varieties raises the structure of the tree park to at least 500 to 600 years. …”
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Resolving Lexical Verb Ambiguity in Yoruba through Semantic Web Annotations by Aina A. Akindele

“…To facilitate a solution to the problem, the identified verbs are annotated following the Qualia Structure (QS) of the Generative Lexicon. Protégé 4.5 is employed as the editing tool to map the semantic interpretations of the QS to the semantic web. …”
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Barriers and facilitators to implementing comprehensive sex education in Texas public schools: A qualitative study. by Lauren Holt, Sarah Janek, Gavin Yamey

“…<h4>Methods</h4>Qualitative study design consisting of ten semi-structured interviews with eleven key informants (n = 11) conducted in 2021.…”
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Vibration Failure Analysis and Countermeasures of the Inlet Pipelines at a Gas Compressor Station by Shuangshuang Li, Liwen Zhang, Chunyan Kong

“…A better modification model was applied by performing modal analysis and fluid-structure interaction (FSI) vibration analysis using the finite element method. …”
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A Bayesian Network Approach to Causation Analysis of Road Accidents Using Netica by Xin Zou, Wen Long Yue

“…By taking Adelaide Central Business District (CBD) in South Australia as a case, the Bayesian network structure was established by integrating K2 algorithm with experts’ knowledge, and Expectation-Maximization algorithm that could process missing data was adopted to conduct the parameter learning in Netica, thereby establishing the Bayesian network model for the causation analysis of road accidents. …”
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Studies on the Optical Properties and Surface Morphology of Nickel Phthalocyanine Thin Films by Benny Joseph, C. S. Menon

“…Present studies reveal that the optical band gap energies of NiPc thin films are highly dependent on the substrate temperatures. The structure and surface morphology of the films deposited on glass substrates of temperatures 303, 363 and 458K are studied using X-ray diffractograms and Scanning Electron Micrographs (SEM), show that there is a change in the crystallinity and surface morphology due to change in the substrate temperatures. …”
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Design and Parameter Identification of Wireless Torque Test System for Hybrid Vehicles by Li Jie, Zhou Yijian, Geng Chong, Pang Jinlu

“…Considering the internal space structure of the drive system, the test body is customized in the module design. …”
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Green-Synthesized Sm3+-Doped ZnO Nanoparticles for Multifunctional Applications by Lavanya R., Ramakrishnappa T., Girish K. M., Suresh Kumar K., Basavaraju N., Shilpa B. M.

“…Utilizing the optimized Sm3+ (5 mol%)-doped ZnO nanoparticles, cyclic voltammetry (CV) and electrochemical impedance spectra (EIS) were performed on the prepared electrode, demonstrating the excellent CV properties; this enhancement is attributed to the modification of ZnO’s redox chemistry and the alteration of charge transfer kinetics at the electrode-electrolyte interface due to the addition of Sm3+ into the ZnO structure. The antibacterial activity was performed against two pathogenic strains, i.e., Escherichia coli and Streptococcus aureus. …”
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Liquefaction Analysis of Soils according to the New Turkish Building Earthquake Code and Improvement against Liquefaction by Uğur Dağdeviren

“…One of the damages caused by earthquakes in engineering structures is soil liquefaction-induced damages. Because of the many factors that affect the liquefaction mechanism of soils, the assessment of liquefaction potential is a rather complex problem. …”
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Study on Statics Load Sharing Characteristic of Power Split Transmission System of Double Input Cylindrical Gear by Tang Xianju

“…According to the equilibrium conditions of force and moment,and the characteristic of the closed loop structure,the deformation coordination condition of the system,the statics equilibrium equation of the system is established and the branch load sharing coefficients are obtained. …”
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Correlation functions in scalar field theory at large charge by G. Arias-Tamargo, D. Rodriguez-Gomez, J. G. Russo

“…As an example, we give the complete formula for ϕ x 1 n ϕ x 2 n ϕ ¯ x 3 n ϕ ¯ x 4 n $$ \left\langle \phi {\left({x}_1\right)}^n\phi {\left({x}_2\right)}^n\overline{\phi}{\left({x}_3\right)}^n\overline{\phi}{\left({x}_4\right)}^n\right\rangle $$ , which reveals an interesting structure.…”
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Les Méta-Barons, des cyborgs subversifs ? by Adrien Cascarino

“…To answer this question, this article focuses on the representation of transhuman bodies in La Caste des Méta-Barons, an 8-volume comic strip series written by Alejandro Jodorowsky, drawn by Juan Gimenez and published between 1992 and 2003.The study of this comic strip, contemporary with the beginnings of the transhumanist movement, but above all with the emergence of an ambivalent figure of the cyborg (Haraway, 1984), highlights a certain representation of the posthuman body, which pre-dates current developments on the question.Through the study of the narrative and graphic structure of these albums, this article shows that contrary to appearances, the transhuman bodies of the meta-barons, both cyborg and hybrid, are moving away from the ideal of a divine and all-powerful body and on the contrary blur the line between the augmented body and the disabled body, showing that any physical modification is accompanied by a loss, access to a truly augmented body then passing through the acceptance of this loss.…”
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A Framework to Assess the Impact of Employee Perceived Equality on Contextual Performance and Mediating Role of Affective Commitment to Enhance and Sustain Positive Work Behavior by Ritika Dongrey, Varsha Rokade

“…The data were collected from (n = 385) employees working in various private organizations in India and were analyzed using the structural equation modeling (SEM) and analysis of variance (ANOVA). …”
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Copyright Challenges for Library Services: A Study of Law College Libraries in Rajasthan by Vinod D, Kishore Kumar S

“…The present study uses 248 samples from 60 libraries selected via random sampling. A structured interview of 248 library professionals was conducted to collect the primary data. …”
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Miss-represented by Pontsho Pilane, Mehita Iqani

“…The (albeit unsurprising) failure of Glamour magazine to adequately represent a diversity of black femininities is theorised as a result of pervasive neo-liberal, racist and patriarchal structures of power in post-apartheid South Africa. …”
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The EU’s neoliberal constitutionalism(s) by Guillaume Grégoire

“…These key tenets of neoliberal constitutionalism infuse the three layers of the European economic constitution: the fundamental freedoms of movement pave the way to normative competition between national legislations (microeconomic constitution); competition law guarantees the competitive structure of the market (mesoeconomic constitution); European Economic and Monetary Union implements the rules of budgetary discipline and monetary stability (macroeconomic constitution). …”
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