Fatigue Load Prediction of Wind Turbine Drive Train Based on CNN-BiLSTM by Xiaodong WANG, Qing LI, Deyi FU, Yingming LIU, Ruojin WANG

“…We propose a fatigue load prediction model for the drivetrain system based on a convolutional neural network-bidirectional long short-term memory (CNN-BiLSTM) architecture, utilizing state data from wind turbines. First, we construct a fatigue load feature database using simulation data from OpenFAST under rated wind speed conditions and above, which is subsequently used for training and testing the model. …”
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New Symbiotic Stars from LAMOST DR10 Spectra and Multiband Photometry by Jing Chen, Liang Wang, Yin-Bi Li, Xiao-Xiao Ma, A-Li Luo, Zi-Chong Zhang, Ming-Yi Ding, Kai Zhang

“…Additionally, based on multiband photometric data from GALEX, Gaia, Two Micron All Sky Survey, ALLWISE, and several X-ray catalogs, we found 12 accreting-only SySt (acc-SySt) candidates, characterized by concurrent ultraviolet and infrared excess and accretion process. …”
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Integrating generative AI and machine learning classifiers for solving heterogenous MCGDM: a case of employee churn prediction by Hagar G. Abu-Faty, Ahmed Kafafy, Mohiy M. Hadhoud, Osama Abdel-Raouf

“…These rankings data are then used for different nine machine learning classifiers, reducing the computational complexity for future predictions. …”
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Investigating pea (Pisum sativum L.) flowering with high throughput field phenotyping and object detection by Corina Oppliger, Radek Zenkl, Achim Walter, Beat Keller

“…To observe flowering dynamics under field conditions, visual ratings have been a standard method for decades. Today, high-throughput field phenotyping (HTFP) methods provide opportunities for objective and efficient data collection. …”
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Exploring Middle‐Eastern mothers’ perceptions and experiences of breastfeeding in Canada: an ethnographic study by Mahsa Jessri, Anna P. Farmer, Karin Olson

“…Through constant comparison of data, five layers of influence emerged which described mothers’ process of decision making: culture/society, community, health care system, family/friends and mother–infant dyad. …”
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Prominent Zakat Institutions and Their Role in Advancing the Welfare of the Muslim Community in The Eastern Province of Sri Lanka by Raseethu Mohamed Kasjin

“…The qualitative data were transcribed and analyzed using thematic analysis. …”
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The First Exploration of the Correlations Between WISE 12 μm and CO Emission in Early-type Galaxies by Yang Gao, Enci Wang, Qing-Hua Tan, Timothy A. Davis, Fu-Heng Liang, Xue-Jian Jiang, Ning Gai, Qian Jiao, DongDong Shi, Shuai Feng, Yanke Tang, Shijie Li, Yi-Fan Wang

“…We present the analysis of a comprehensive sample of 352 early-type galaxies using public data, to investigate the correlations between CO luminosities and mid-infrared luminosities observed by Wide-field Infrared Survey Explorer. …”
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MissPred: A Robust Two-Stage Radar Echo Extrapolation Algorithm for Incomplete Sequences by Ziqi Zhao, Chunxu Duan, Lin Song, Qilin Zhang, Wenda Zhu, Yi Liu

“…Our dataset covers missing rates ranging from 10% to 50%. The experimental results show that the model outperforms the baseline model with the prior interpolation of missing data in the missing mode with stable robustness.…”
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Recurrent Jetlets Associated with the Disappearance of a Satellite Spot by Liheng Yang, Xiaoli Yan, Jun Zhang, Zhike Xue, Zhe Xu, Jincheng Wang, Yijun Hou, Yian Zhou, Defang Kong, Roslan Umar, Xinsheng Zhang, Qiaoling Li, Liping Yang

“…Its area gradually decreased due to magnetic cancellation with the surrounding positive magnetic field, resulting in an average cancellation rate of 1.3 × 10 ^18 Mx hr ^−1 . Dark lanes that separated from the satellite spot and small pores were observed to move toward nearby these features or dark lanes with opposite polarities, eventually disappearing during the magnetic cancellation process. …”
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Cluster randomised controlled trial of screening for atrial fibrillation in people aged 70 years and over to reduce stroke: protocol for the pilot study for the SAFER trial by Martin R Cowie, Stephen Morris, Gregory Lip, Richard J McManus, Stephen Sutton, Jonathan Mant, Simon J Griffin, Sarah Hoare, Jenni Burt, Rachel Johnson, Mark Lown, Alison Powell, Natalie Armstrong, FD Richard Hobbs, Trudie Lobban, Rakesh Narendra Modi, Ben Freedman, David A Fitzmaurice, Stephen Kaptoge, Jenny Lund, Duncan Edwards, Kate Williams, H Thom, Francesco Fusco, Michael J Sweeting, Andrew Dymond, The SAFER Authorship Group

“…Pilot study outcomes include AF detection rate, anticoagulation uptake and other parameters to incorporate into sample size calculations for the main trial. …”
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Evaluating Cultivated Reserved Land Resources in a Highly Urbanized Region of China: A Case Study in Haishu District, Ningbo City by Xiaoyi Wang, Lifu Chai, Sidong Zeng, Jianbin Su, Bin Ye, Haishen Lü, Changqing Chen, Junfu Gong, Mingwen Liu, Xiaoqing Wang, Shiliang Zhou

“…However, existing research on these resources often grapples with issues such as the lack of current data and underutilization of available data. This study focuses on Haishu District in Ningbo City of China, an economically developed area, and uses the third national land survey data to identify potential agricultural and construction lands suitable for conversion to cultivation. …”
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Genomic insights into Rett syndrome-like features in Bangladeshi participants by Hosneara Akter, Muhammad Mizanur Rahman, Rabeya Akter Mim, Atikur Rahaman, Md., Tamannyat Binte Eshaque, Syed Akib Hossain, Athoi Ganguly, Farjana Binta Omar, Masuma Afrin Taniya, Nahid Hasan, Md., Amirul Islam, Bassam Jamalalail, Nasna Nassir, Binte Zehra, Shaoli Sarker, K.M. Furkan Uddin, A.H.M. Nurun Nabi, Marc Woodbury-Smith, Mohammed Uddin

“…ES was subsequently conducted on the 13 participants who tested negative for MECP2 variants. Data were processed using the Genome Analysis Toolkit and American College of Medical Genetics and Genomics-guided pathogenicity analysis was conducted with ANNOVAR and GenomeArc Horizon. …”
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Using Technology to Support Success: Assessing Value Using Strategic Academic Research and Development by Rebecca Torstrick, Joseph Finke

“…This study utilized both quantitative and qualitative methodologies. Quantitative data included pass rates, grade-point averages, instructor fidelity, and software usage metrics, analyzed using Chi-square tests, analysis of variance, and linear mixed-effects models. …”
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Regiões pluviométricas e saúde no Rio Grande do Norte by Pollyanne Evangelista Da Silva, Lara De Melo Barbosa Andrade, Jean Souza Dos Reis

“…Precipitation data were obtained by means of estimates processed by a MERGE method in the period of 2000 to 2016. …”
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The timing of spontaneous eye blinks in text reading suggests cognitive role by Xander Cornelis, Nicolas Dirix, Louisa Bogaerts

“…To test these hypotheses, we utilized data from the large Ghent Eye Tracking Corpus (GECO), which contains eye movement data from 15 participants who read an entire novel in silence. …”
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Research on Children’s Cognitive Education Based on Pathological Linguistics by Yuefang Hou

“…Based on pathological linguistics, this paper establishes an intervention system for children’s cognition-language assessment and cognitive education, guided by a set of fixed procedures, which can quickly collect children’s speech data in a short period of time. Based on this evaluation paradigm, the lab collected a large number of speech data of children aged 2-14 in the process of verbal communication. …”
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Collaborative filtering-based Madura Island tourism recommendation system using RecommenderNet by Permana Kurniawan Eka, Rahmat Abdullah Basuki, Wicaksana Dyo Adya, Ardianto Dicky

“…The collected data were processed, formatted, and modeled using the RecommenderNet architecture, with training and validation to optimize system performance. …”
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A Systematic Investigation of Assessment Scores, Self-Efficacy, and Clinical Practice: Are They Related? by Katie Stringer Lucero, Donald E. Moore

“…Study results support the value of knowledge/competency scores and self-efficacy ratings as predictors of clinical practice. The effect size was larger for self-efficacy suggesting it may be a more practical indicator of clinical practice for CPD evaluators because its process of question development is simpler than the process for knowledge and case-based decision-making questions. …”
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Pulsed field ablation using a circular electrode array catheter in patients with atrial fibrillation: A workflow optimization study evaluating the role of mapping by Melanie A. Gunawardene, Jens Hartmann, Jannis Dickow, Rahin Wahedi, Tim Harloff, Johanna Jezuit, Eike P. Tigges, Mario Jularic, Borislav Dinov, Nele Gessler, Stephan Willems

“…Background: Pulsed field ablation (PFA) with a circular-electrode-array catheter (cPFA) has shown to be effective and safe. However, data on procedural workflow are limited. Objective: to analyze the process of streamlining cPFA-procedures including evaluation of fluoroscopy versus 3D-map guidance and lesion characteristics. …”
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Profile of potential organ donors in a reference hospital by Thamy Braga Rodrigues, Maristela Inês Osawa Chagas, Maria da Conceição Coelho Brito, Diane Sousa Sales, Regina Célia Carvalho da Silva, Ângela Maria Alves e Souza

“…We identified that the most prevalent diagnoses were traumatic brain injury (51.4%) and stroke (31.4%), and that 57.1% completed the process in time for organ procurement. Thus, we hope that the assessment of policy and donation data contributes to increase the donation rates, supporting the recognition of the process’s weaknesses, as well as the implementation of measures to promote its success. …”
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