TTSNet: Transformer–Temporal Convolutional Network–Self-Attention with Feature Fusion for Prediction of Remaining Useful Life of Aircraft Engines by Zhaofei Li, Shilin Luo, Haiqing Liu, Chaobin Tang, Jianguo Miao

“…Then, it uses a parallel transformer encoder, temporal convolutional network (TCN), and multi-head attention three-branch network to capture both global and local features of the time series. …”
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Comparative analysis of seasonal wind power using Weibull, Rayleigh and Champernowne distributions by Bienvenu Sumaili Ndeba, Omaima El Alani, Abdellatif Ghennioui, Mostafa Benzaazoua

“…The Champernowne distribution outperformed the other models across all metrics, achieving the lowest RMSE (0.00036), MAE (0.00022), AIC (650.52), and BIC (689.46), and the highest R2 (0.99998). Its ability to capture calm hours and extreme wind speeds provided more accurate power density estimates, with errors averaging 23%, compared to 33% and 42% for the Weibull and Rayleigh-Rice distributions, respectively. …”
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Population travel increases the risk of Plasmodium falciparum infection in the highland population of Gardula Zone, South Ethiopia: A longitudinal study. by Muluken Assefa, Fekadu Massebo, Temesgen Ashine, Teklu Wegayehu

“…Among those, 82 slides were positive for malaria parasites, 70 (85%) of which were collected during active case detection, and the remaining 12 (15%) were captured by passive case detection. Plasmodium falciparum accounted for 69.5% (57), and the remaining 30.5% (25) were Plasmodium vivax. …”
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Left atrial appendage emptying velocity and left ventricular function as predictors of inotropic support in patients undergoing elective off-pump coronary artery bypass grafting by Varun Arora, Srikanth Gujja, Rajesh Thosani, Kamal Sharma, Himani Pandya

“…Need for inotrope in the intraoperative and postoperative period was captured perioperatively. Vasoactive-inotropic score (VIS) was calculated for all the patients. …”
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விவேக சிந்தாமணி கூறும் மானுட விழுமியங்கள் / Human Values in Viveka Cintamani by முனைவர் சு. சுசா / Dr. S. Susa

“…It is designed to engage children with enthusiasm, it captures their attention and imparts valuable moral lessons. …”
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Flexural Properties of UHPFRC Beams with an Initial Notch by Younes Baghaei Osgouei, Shahriar Tavousi Tafreshi, Masoud Pourbaba

“….; depth variations led to size effect phenomenon and  nonlinear regression analyses successfully captured the flexural load-deflection, load-CMOD, and load-CTOD trends of the flexural beams with coefficient of correlation values ( ) close to unity. …”
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A structural health monitoring data reconstruction method based on VMD and SSA-optimized GRU model by Xiaoliang Jia, Guoyan Zhang, Zhiqiang Wang, Huacong Li, Jing Hu, Songlin Zhu, Caiwei Liu

“…The data reconstruction method proposed in this study can accurately capture trends in missing data, without the need for manual hyperparameter tuning, and the reconstruction results are highly consistent with the real data.…”
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Biophilic Quality Matrix: A tool to evaluate the biophilic quality of a building during early design stage by Niranjika Wijesooriya, Arianna Brambilla, Lina Markauskaite

“…This novel matrix type tool comprises of 10 criteria and 10 intervention scales to capture the sensory experiences that could be adapted in both conventional and sustainable studios. …”
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Investigating the Sensitivity of Alfvén Pulse Interactions to Plasma Beta in the Corona by Naser Karimi, Mahdi Alizadeh, Zianab Shajei

“…The study utilizes the PLUTO code, a sophisticated shock-capturing numerical framework, to model the interactions of Alfvén pulses under varying plasma β conditions. …”
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Sport Specialization, Physical Performance and Injury History in Canadian Junior High School Students by Chris Whatman, Carla van den Berg, Luz Palacios-Derflingher, Carolyn Emery

“…All participants completed a questionnaire capturing specialization level (low, moderate, high; based on year-round training, exclusion of other sports, and single-sport training) and injury history in the previous 12-months. …”
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A Behavioral Model of Drivers’ Mean Speed Influenced by Weather Conditions, Road Geometry, and Driver Characteristics Using a Driving Simulator Study by Mehdi Zolali, Babak Mirbaha, Maziyar Layegh, Hamid Reza Behnood

“…Structural equation modeling (SEM) was used to capture the complex relationships among related variables. …”
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GENDER EQUALITY AS A MODERN PHENOMENON by S. V. Storozhuk, I. M. Hoyan

“…Forming the axiological system of Western society, with the intentions to establish gender equality as a guarantee of a just society being taken into account, on the one hand, and preserving the traditional gender stereotypes inherent to patriarchal gender roles in a considerable part of the world, on the other hand, is actualizing the study of the factors that have contributed to realizing the problem of gender inequality and discrimination. …”
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Enhancement of Aeroengine Combustion Chamber Air Cooling Holes Design for Emission Reduction and Pattern Factor Control by Masoud Hajivand

“…Both thermal and prompt formation mechanisms of NOx were considered, while k-ε model for turbulence was adapted to capture the nature of emission. An annular combustion chamber of realistic dimensions with a double radial air swirler was modelled in 3D CAD to undertake this study for good, tangible results. …”

Physiotherapy and related management for childhood obesity: A systematic scoping review. by Kim Truong, Sandra Park, Margarita D Tsiros, Nikki Milne

“…<h4>Results</h4>From the initial capture of 1871 articles, 263 intervention-based articles were included. …”
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Deconstruction of “The Pilgrim’s Progress” by John Bunyan in Kurt Vonnegut’s “Slaughterhouse-Five, or The Children’s Crusade” by Nataliya Krynytska

“…Despite the satire and absurdity of the world in Slaughterhouse-Five, it contains the features of the jeremiad: “an Elect” is Billy Pilgrim, Vonnegut’s alter ego, “an exodus” is his service in the US Army during World War II, “an errand into the wilderness” is Billy’s move to Europe and participation in the Battle of the Bulge, then his capture, and the punishment of sinners – the Dresden tragedy. …”
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EEG-Based ADHD Classification Using Autoencoder Feature Extraction and ResNet with Double Augmented Attention Mechanism by Jayoti Bansal, Gaurav Gangwar, Mohammad Aljaidi, Ali Alkoradees, Gagandeep Singh

“…With the use of innovative deep learning techniques, this research seeks to improve the diagnosis of ADHD using EEG data. To capture complex patterns in EEG data, this study proposes a double-augmented attention mechanism ResNet-based model. …”
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Evaluation of routinely collected records for dementia outcomes in UK: a prospective cohort study by Kay-Tee Khaw, Carol Brayne, Robert Luben, Shabina Hayat, Nicholas Wareham

“…Also, to present comparisons of secondary and primary care records providing value for researchers using routinely collected records for dementia outcome capture.Study design A prospective cohort study.Setting and participants A cohort of 25 639 men and women in Norfolk, aged 40–79 years at recruitment (1993–1997) followed until 2018 linked to routinely collected to identify dementia cases. …”
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Examining infant and child death clustering among families in the cross-sectional and nationally representative Bangladesh Demographic and Health Survey 2017–2018 by Shobhit Srivastava, Ronak Paul, Rashmi Rashmi

“…We used Gompertz shared frailty model to control the correlation between event times at the mother level and capture the unobserved risks in infant and child deaths.Outcome measures We estimated two sets of survival regression models where the failure event is the survival status of the index child during the infancy period, that is, from birth to 11 months, and childhood period, that is, between 12 and 59 months, respectively. …”
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Carbon footprint of the energy sector by Leysan R. Gainullina, Aidar R. Fasykhov, Nail F. Timerbaev, Victoria R. Ibragimova

“…Russia, has natural gas, oil and coal as a source of energy production, while the issue of using low-carbon resource base, application of new technologies of carbon capture and utilization, use of renewable energy sources remains relevant. …”
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Intelligent classification of computer vulnerabilities and network security management system: Combining memristor neural network and improved TCNN model. by Zhenhui Liu

“…The MNN, by simulating the memory effect of biological neurons, effectively captures the complex nonlinear relationships within vulnerability data, thereby enhancing the data insight capabilities of the network security management system. …”
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