Prediction and optimization of gas turbine secondary air system cooling efficiency based on deep learning by Yulong Yao, Bo Hu, Chuan Wang, Jiawei Fan

“…This framework delivers a rapid, physics-informed pathway to SAS boundary-condition design and establishes a quantitative foundation for future GT cooling-system innovation.Highlights Proposed AM-1D-CNN model improves heat transfer efficiency prediction.Attention mechanism enhances prediction accuracy compared to MLP and 1D-CNN.Response surface and gradient optimization identify optimal boundary conditions.Synergistic effect between key parameters enhances system performance.Optimization process identifies optimal boundary conditions for efficiency.…”
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The neuropathological basis of elevated serum neurofilament light following experimental concussion by John D. Arena, Douglas H. Smith, Ramon Diaz Arrastia, D. Kacy Cullen, Rui Xiao, Jiaxin Fan, Danielle C. Harris, Cillian E. Lynch, Victoria E. Johnson

“…Understanding the pathological processes that determine serum NfL dynamics over time, and the ability of NfL to reflect underlying pathology will be critical for future clinical research aimed at reducing the burden of disability after mild TBI. …”
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Global research dynamics in the induced pluripotent stem cell and diabetes: A bibliometric analysis of the past twenty years by Jiatong Wang, Sirui Huang, Kaiyuan Li, Jing Li, Xin Huang

“…However, a comprehensive quantitative analysis of their specific impact in the field of diabetes has yet to be conducted. …”
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Capacitación en obra para obtener la polivalencia de los operarios y verificación de sus efectos en la construcción civil Training on site for the versatility of the workers and ve... by Jorge González Maya Bogado, Paola Valdez Hug, Antonio Edésio Jungles

“…The research was conducted with 22 workers in a pilot site in the city of Encarnación in Paraguay, enabling this to obtain data on changes in production and the impact these have generated in the construction process. …”
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Designing a Model of Audit Quality Based on Various Organizational Culture Factors by Abbas Ali Daryaei, Vahid Shahbazi

“…Following the grounded theory, qualitative data obtained from the interviews were analyzed through open, axial, and selective coding in the MAXQDA. …”
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An Ecological Momentary Assessment and Intervention Tool for Memory in Chronic Traumatic Brain Injury: Development and Usability of Memory Ecological Momentary Intervention by Emily L Morrow, Lyndsay A Nelson, Melissa C Duff, Lindsay S Mayberry

“…We tested MEMI via an iterative, user-centered design process to ready it for a future trial. …”
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High daily dose Short COurse PrimaquinE after G6PD testing for the radical cure of Plasmodium vivax malaria in Indonesia and Papua New Guinea: the SCOPE implementation study protoc... by SCOPE Study Group

“…The interventions include: i) pre-treatment testing of patients for G6PD deficiency using a semi-quantitative point-of-care device from SDBiosensor (ROK); ii) prescription of high dose primaquine (7mg/kg total dose) either over 7 days for G6PD normal patients (≥ 70% activity) or 14 days for intermediate patients (30- < 70% activity), or lower dose weekly primaquine over 8 weeks for deficient patients (< 30% activity); iii) improved patient education processes; iv) routine community-based review on day 3 (and day 7 for Stage 1) and v) enhanced malariometric surveillance and community pharmacovigilance. …”
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Diseño, validación y fiabilidad de un instrumento de evaluación del comportamiento táctico en mini voleibol. (Design, validation, and reliability of an instrument to assess tactic... by Antonio Muñoz Llerena, Pablo Caballero Blanco, Elena Hernández Hernández

“…Initially, in the design process, a literature review was conducted to establish the criteria for the observation. …”
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DLEU2 facilitates bladder cancer progression through miR-103a-2-5p/SOS1 axis by Yinlong Liu, Jian Hu, Baochun Liao, Zhijian Zhu, Yong Liu, Qinghua Pan

“…Methods Expression profiles of lncRNAs, microRNAs (miRNAs), and mRNAs in normal and BC tissues were examined by leveraging the raw data sourced from the NCBI GEO database. Reverse transcription quantitative polymerase chain reaction (RT-qPCR) validated expression levels in BC cells. …”
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Integrated analysis and experimental validation reveal the prognostic and immunological features associated with coagulation in hepatocellular carcinoma by Guangzhen Qu, Kun Liu, Weiyu Xu, Dongming Li

“…We integrated gene expression data and clinical information from three datasets (GSE14520, GSE76427, and TCGA-LIHC). 281 CAGs were obtained from the coagulation-related pathway (hsa04610). …”
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The origin and evolution of cultivated rice and genomic signatures of heterosis for yield traits in super-hybrid rice by Yiyong Zhao, Tao Li, Daliang Liu, Hao Yin, Liang Wang, Song Lu, Houlin Yu, Xinhao Sun, Taikui Zhang, Quanzhi Zhao

“…Newly generated 71.67 Gb of whole-genome sequencing data of five elite super-hybrid rice varieties and their progenitors uncovered differential positive selection and genetic exchanges between subspecies, contributing to heterosis formation. …”
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“Voice of Student” in the Analysis of Components of Digital Educational Environment during Online Learning by Olga I. Popova, Galina S. Timokhina, Natalya B. Izakova, Larisa M. Kapustina

“…Secondary and primary data were obtained using traditional and content analysis, systematization methods. …”
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How Labeling of Commercial Baby Foods Impacts Parents’ Beliefs About Sugar Content and Related Purchasing and Feeding Decisions: Protocol for a Scoping Review by Rana Conway, Tiffany Denning, Andrew Steptoe, Clare Llewellyn

“…One reviewer will then extract data and a second will verify accuracy. Findings will be presented in tables and diagrams accompanied by a narrative summary. …”
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Assessment of the Impact of Investments in Fixed Capital on the Economic Growth of the Northern Regions of the Russian Federation by A. Ts. Dolgunova

“…The presence of “northern value appreciation” continues to be a feature of investment processes in the North.…”
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Indigenous Community Views of Disability in Canada: Protocol for a Scoping Review by Andrés Rojas-Cárdenas, Shaun Cleaver, Ivan Sarmiento, Julie Rock, Yan Grenier, Francis Charrier, Rose-Anne Gosselin, Anne Cockcroft, Neil Andersson

“…Two reviewers will use Covidence software (Cochrane) to remove duplicates, screen articles, record the step-by-step selection process, and extract data from the included articles. …”
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Remediation potential of biochar for As and Cd by modifying soil physicochemical properties: a conceptual model elucidating stabilization mechanism based on conditional probability... by Yan Ma, Fan Zhang, Lu Cheng, Dading Zhang, Xinyi Wu, Yue Ma, Xueyu Liu, Baoshan Xing

“…To better describe the stabilization process of heavy metals under the action of biochar, this study combined literature data integration and soil culture experiments, constructed a conceptual model of As and Cd stabilization under different biochar additions through the conditional probability theory, investigated the effects of biochar on soil properties and key components, identified the factors influencing the model parameters, and analyzed As and Cd stabilization by biochar and their mechanisms. …”
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Game Analysis of Strategies for Providing Material Support to the Population by D. A. Vlasov, P. A. Karasev, A. V. Sinchukov

“…Also, the material and tools of this study can serve in the course of improving existing and developing new academic disciplines, the content of which is related to the quantitative analysis of socio-economic problems and situations.…”
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The influence of tactical models of team play on the dynamics of collective ball control indicators in football by Pavlo Perepelytsia, Volodymyr Perevoznyk, Volodymyr Paievskyi, Anatoliy Abdula, Irina Pomeshchikova, Betrix Yachsie

“…Conclusions The results obtained indicate the effectiveness of the application of tactical models of team play in the training process of football players. Tactical models are a new method of forming players' psychological skills of rational thinking and tactical behavior in the middle of the game space, which in the end has a positive effect on the quantitative and qualitative indicators of game activity. …”
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Analysis of the distribution and persistence of organophosphorus pesticides malathion and diazinon in herbal plants by A. M. Savvateev, O. V. Fateenkova, A. V. Braun, V. L. Beloborodov, I. V. Gravel

“…The first group of plants was processed with pesticides following the manufacturer's instructions. …”
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Management of Chlamydia Cases in Australia (MoCCA): protocol for a non-randomised implementation and feasibility trial by Rebecca Guy, Marcus Y Chen, Basil Donovan, Jane S Hocking, Natalie Carvalho, Christopher Fairley, Claudia Estcourt, Meredith Temple-Smith, Jane Tomnay, Julie Simpson, David Regan, David Hawkes, Lena Sanci, Jane L Goller, Jacqueline Coombe, Helen Bittleston, Marion Saville, Lara Roeske

“…Mixed methods involving qualitative and quantitative data collection and analyses (observation, interviews, surveys) from staff and patients will be undertaken to explore our intervention implementation, acceptability and uptake. …”
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