Signal Super Prediction and Rock Burst Precursor Recognition Framework Based on Guided Diffusion Model with Transformer by Mingyue Weng, Zinan Du, Chuncheng Cai, Enyuan Wang, Huilin Jia, Xiaofei Liu, Jinze Wu, Guorui Su, Yong Liu

“…Implementing precise and advanced early warning systems for rock bursts is a crucial approach to maintaining safety during coal mining operations. …”
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Unlocking success: The mediating power of organizational commitment and job satisfaction between work-life balance and employee performance by Ni Made Dwi Puspitawati, Ni Putu Cempaka Dharmadewi Atmaja, Ni Putu Lisa Ernawatiningsih, Putu Pradiva Putra Salain, I Putu Wahyu Dwinata JS

“…For instance, ensuring a balanced workload among team members can prevent fatigue and provide employees with sufficient time for rest and leisure activities. Additionally, implementing family support programs can enhance organizational commitment, job satisfaction, and performance.…”
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Spatiotemporal Landslide Monitoring in Complex Environments Using Radiative Transfer Model and SBAS-InSAR Technology by Bing Wang, Li He, Zhengwei He, Yongze Song, Rui Qu, Jiao Hu, Zhifei Wang, Zehua Zhang

“…The proposed method was implemented to monitor the instability of the Baige landslide in Tibet, China. …”
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Prevalence of thalassaemia among childbearing-age Li and Han populations in Hainan Province by Fangchao Tao, Yanquan Lai, Jiaqi Chen, Shijie Wei, Yu Zou, Yunli Lai, Qiongzhen Qin, Yufeng Wang, Wanjun Zhou

“…These findings can provide a scientific basis to develop and implement prevention strategies for thalassaemia in Hainan.…”
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Factors associated with prescription of modern antidiabetics in newly diagnosed patients with type 2 diabetes. a real-world data study in a Spanish region by Irantzu Bengoa-Urrengoechea, Irantzu Bengoa-Urrengoechea, Isabel Aguilar-Palacio, Isabel Aguilar-Palacio, Isabel Aguilar-Palacio, María José Rabanaque, María José Rabanaque, María José Rabanaque, María Jesús Lallana, María Jesús Lallana, Adriana Gamba Cabezas, Sara Malo, Sara Malo, Sara Malo

“…We also considered additional variables by Basic Healthcare Area (BHA) of residence. …”
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Development of a Clinically Applicable Deep Learning System Based on Sparse Training Data to Accurately Detect Acute Intracranial Hemorrhage from Non-enhanced Head Computed Tomogra... by Huan-Chih WANG, Shao-Chung WANG, Furen XIAO, Ue-Cheung HO, Chiao-Hua LEE, Jiun-Lin YAN, Ya-Fang CHEN, Li-Wei KO

“…We retrospectively collected 1,815 computed tomography image sets from a single center for model training. Additional computed tomography sets from 3 centers were used to construct an independent validation dataset (VAL) and 2 test datasets (GPS-C and DICH). …”
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AIpollen: An Analytic Website for Pollen Identification Through Convolutional Neural Networks by Xingchen Yu, Jiawen Zhao, Zhenxiu Xu, Junrong Wei, Qi Wang, Feng Shen, Xiaozeng Yang, Zhonglong Guo

“…For the optimization algorithm, we opted for the Adam optimizer and utilized the cross-entropy loss function. Additionally, we implemented ELU activation function, data augmentation, learning rate decay, and early stopping strategies to enhance the training efficiency and generalization capability of the model. …”
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Impact of the plasma boundary on machine operation and the risk mitigation strategy on JET by H.J. Sun, P.J. Lomas, G.F. Matthews, E. Lerche, M. Faitsch, C. Giroud, D. King, M. Bernert, M. Dunne, L. Frassinetti, P. Ryan, S. Henderson, O. Sauter, E. Viezzer, S. Wiesen, D.L. Keeling, C. Perez von Thun, I.S. Carvalho, C.G. Lowry, M. Lennholm, P. Jacquet, M. Maslov, F.G. Rimini, B. Labit, M. Baruzzo, S. Silburn, D. Kos, Z.J. Huang, E.R. Solano, A. Meigs, I. Coffey, A. Boboc, P. Carvalho, D.C. McDonald, N. Vianello, A. Kappatou, M. Wischmeier, J. Mailloux, JET Contributors, the EUROfusion Tokamak Exploitation Team

“…As a result, the QCE regime serves as a case study to illustrate the critical need for integrating physics understanding, risk identification, operational strategies, and robust real-time protection to successfully implement new scenarios for fusion devices.…”
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Trans Fats in Spanish Pastries and Their Influence on Mesenchymal Stem Cell Behavior In Vitro and Related Health Risks by Camilo Zamora-Ledezma, José Manuel Martínez-Hernandez, Jeevithan Elango, Judit Garcia-Garrido, Juana María Morillas-Ruiz, Eliana Díaz-Cruces, Pablo Javier Miró-Colmenárez, Ezequiel Zamora-Ledezma

“…Trans fats are linked to numerous chronic diseases and cellular dysfunction; however, Spain has not implemented effective regulatory measures to restrict their presence in food products. …”
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Low-cost, LoRa GNSS tracker for wildlife monitoring by Adam F. Parlin, Ned A. Horning, Jason P. Alstad, Bradley J. Cosentino, James P. Gibbs

“…The COTS development board tracker provides a pathway for designing and implementing a general purpose LoRaWAN tracking unit, while the advantages of the Wildlife Movement Institute (WMI) tracker permit specific animal tracking and additional information to be collected, such as battery voltage, estimated precision error, and received signal strength intensity. …”
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Research on forming mechanism of digitalized frozen sand mold green casting by Haoqin Yang, Zhongde Shan, Dandan Yan, Jianpei Shi, Xiao Liang, Shijie Dong, Jian Huang, Lei Luo, Haoming Shi, Runmou Wu

“…Furthermore, by implementing an economic and efficient thermal dissipation circulation, it is possible to directly recycle more than 90% of the casting sand. …”
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Factors affecting the decline in statistics department enrollment: A comparative study of statistics department students and twelfth-grade students by Hazhar Talaat Abubaker Blbas, Asma Muhamad Kakil, Zahra Abdulstar Ahmad, Sara Fuad Ahmad

“…These findings underscore the urgent need for higher education institutions to implement curricular reforms, strengthen industry partnerships, and enhance communication strategies to better align the department's offerings with market demands and student expectations.…”
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PINK1 suppresses malignant phenotypes in esophageal squamous cell carcinoma by Xiangyun Lu, Yuhui Pei, Hao Peng, Man Li, Jing Li, Yongkun Yao, Lianghai Wang

“…Subsequently, cell counting kit-8, colony-forming assay, and Transwell assays were implemented to measure the proliferation and motility of ESCC cells. …”
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Sweet Potato Yield Prediction Using Machine Learning Based on Multispectral Images Acquired from a Small Unmanned Aerial Vehicle by Kriti Singh, Yanbo Huang, Wyatt Young, Lorin Harvey, Mark Hall, Xin Zhang, Edgar Lobaton, Johnie Jenkins, Mark Shankle

“…Classical machine learning (ML) approaches and tree-based algorithms, like XGBoost and Random Forest, are implemented. Additionally, a soft-voting ML model ensemble approach is employed to improve performance of yield prediction. …”
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Efficiency enhancement of energy supply chains using a machine learning-driven network evaluation framework for blockchain adoption by Ardavan Babaei, Erfan Babaee Tirkolaee, Shahryar Sorooshian, Sadia Samar Ali, Gongming Wang

“…Additionally, they can take advantage of practical evaluation frameworks provided by the SENDEA and uncertain models to systematically appraise and prioritize blockchain strategies based on their potential impacts.…”
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Assessment of the Agroecological Transition of Farms in Central Tunisia Using the TAPE Framework by Inès Gharbi, Fatma Aribi, Hassen Abdelhafidh, Nouha Ferchichi, Lamia Lajnef, Wael Toukabri, Mohamed Jaouad

“…Additionally, targeted training programs and awareness-raising initiatives could strengthen technical capacities, thereby facilitating the adoption of agroecological practices. …”
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Degradation of a Foreland River After the Wenchuan Earthquake, China: A Combined Effect of Weirs, Sediment Supply, and Sediment Mining by Yongpeng Lin, Chenge An, Shan Zheng, Ruihua Nie, Gary Parker, Marwan A. Hassan, Matthew J. Czapiga, Xudong Fu

“…For the Shi‐ting River, the simulated bed degradation agrees well with the observation when an annual sediment mining of 16 million tons is implemented in the simulation, along with the effects of in‐channel weirs and sand supply. …”
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Water quality and eutrophication status of the Zarivar Wetland (Iran) by Rasool Zamani-Ahmadmahmoodi, Samira Bayati, Khodayar Abdollahi, Davood Mafi-Gholami, Sharif Joorabian Shooshtari, Nasrin Gharahi, Arezou Raeisi-bidekani, Jose Antonio Rodríguez Martín, Seyedeh Samira Soleimanipour

“…To safeguard Zarivar Wetland, it is recommended to implement measures that prevent livestock waste discharge into the wetland, manage urban and rural sewage systems, control agricultural runoff, and optimize fertilizer application practices.…”
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Enhancing Efficiency in Hybrid Solar–Wind–Battery Systems Using an Adaptive MPPT Controller Based on Shadow Motion Prediction by Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, Nasrin Salehi, Mahyar Moradi, José J. M. Machado, João Manuel R. S. Tavares

“…The approach, which is suitable for relatively large solar farms, is implemented without the need for any additional sensors and relies on the system’s history. …”
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Prevalence of various psychotic disorders among patients with type 2 diabetes: Real-world evidence from Shanghai, China by Yunxi Ji, Ping He, Yingxia Zhou, Huayan Yao, Yanbin Xue, Renjie Jing, Tingyu Zhang, Wen Sun, Ping Lu, Bin Cui, Weiqing Wang

“…Developing high-quality diabetes healthcare and implementing targeted treatment and management plans are essential in addressing these issues.…”
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