Detecting Current Transformer Measurement Errors Using Double Decomposition Method by Bolun Du, Yinglong Diao, Huan Wang, Xiujuan Zeng, Tong Liu, Yiyi Peng

“…However, the CT measurement errors undermine the fairness of power trading. A double decomposition method is proposed to locate the abnormal phase and detect the CT measurement error in this study. …”
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Twinkle: A GPU-based Binary-lens Microlensing Code with the Contour Integration Method by Suwei Wang, Lile Wang, Subo Dong

“…Existing microlensing codes have the issue of catastrophic cancellation that undermines the numerical stability and precision, and Twinkle resolves them by refining the coefficients of the binary-lens equation. …”
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A Precise Prediction Method for Subsurface Temperatures Based on the Rock Resistivity–Temperature Coupling Model by Ri Wang, Guoshu Huang, Jian Yang, Lichao Liu, Wang Luo, Xiangyun Hu

“…We then input the 2D magnetotelluric inversion results into the model, and the subsurface temperature distribution can be predicted indirectly with high precision on the basis of the resistivity–temperature coupling relationship. We validated this method in the Xiong’an New Area, China, and the determination coefficient (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mi>R</mi><mn>2</mn></msup></semantics></math></inline-formula>) of maximum temperature prediction reached 98.88%. …”
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A competitive-collaborative nonnegative representation method and its application for face recognition in smart campus by Tingting Guo, Ziqi Li, Jun Sun, Yonghong Zhang, Qingfeng Xia, Ke Ren

“…This separation limits the method’s classification effectiveness. Furthermore, the presence of multicollinearity in the nonnegative representation may introduce inaccuracies in classification estimates, further undermining performance. …”
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Variable Dose-Constraints Method Based on Multiplicative Dynamical Systems for High-Precision Intensity-Modulated Radiation Therapy Planning by Omar M. Abou Al-Ola, Takeshi Kojima, Ryosei Nakada, Norihisa Obata, Kohei Hayashi, Tetsuya Yoshinaga

“…Specifically, because it is as an iterative process derived from discretization of a linear differential equation system using the additive Euler method, a lower-bound clipping procedure is required to prevent the state variables for both beam coefficients and dose constraints from taking negative values. …”
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Building consistency in explanations: Harmonizing CNN attributions for satellite-based land cover classification by Timo T. Stomberg, Lennart A. Reißner, Martin G. Schultz, Ribana Roscher

“…However, a key challenge is that different attribution methods often produce different outcomes undermining trust in their results. …”
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Prediction for Coastal Wind Speed Based on Improved Variational Mode Decomposition and Recurrent Neural Network by Muyuan Du, Zhimeng Zhang, Chunning Ji

“…For outlier detection, statistical methods were employed, followed by a comparative evaluation of three models—LSTM, LSTM-KAN, and Seq2Seq-Attention—for multi-step wind speed forecasting over horizons ranging from 1 to 12 h. …”
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Economic inequality and corruption as social determinants of health: An empirical analysis across 136 countries (2001–2020) by Chun Kai Leung, Jeremy Ko, Fangzheng Liang, Wai Kit Ming

“…The findings indicate that this compounded impact is most severe in low- and lower-middle-income countries, where systemic governance failures intersect with structural inequities to undermine health systems. Robustness checks using alternative health indicators and econometric methods strengthen the validity of the conclusions. …”
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A Meta-Reinforcement Learning-Based Poisoning Attack Framework Against Federated Learning by Wei Zhou, Donglai Zhang, Hongjie Wang, Jinliang Li, Mingjian Jiang

“…However, the distributed nature of federated learning makes it vulnerable to poisoning attacks, which undermine the integrity and availability of the model by injecting carefully crafted perturbations into the data or model. …”
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Temporal Relationship Between Treatment Burden and Self-Care and Its Impact on Systolic Blood Pressure and Hypertension Control by Jia Z, Niu Z, Xie YJ, Su Z, Wang JJ, Hernandez J, Li YT, Wang HHX

“…Zhihui Jia,1 Zimin Niu,1 Yao Jie Xie,2 Zhiran Su,3 Jia Ji Wang,4 Jose Hernandez,5,6 Yu Ting Li,7 Harry HX Wang1 1School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China; 2School of Nursing, The Hong Kong Polytechnic University, Hung Hom, Hong Kong SAR; 3Faculty of Education, Monash University, Melbourne, Australia; 4School of Public Health, Guangzhou Medical University, Guangzhou, People’s Republic of China; 5Green Templeton College, University of Oxford, Oxford, UK; 6Department of Precision Health, Luxembourg Institute of Health, Luxembourg, Luxembourg; 7Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, People’s Republic of ChinaCorrespondence: Yu Ting Li, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, 510060, People’s Republic of China, Email liyuting3@mail.sysu.edu.cn Harry HX Wang, School of Public Health, Sun Yat-Sen University, Guangzhou, 510080, People’s Republic of China, Email haoxiangwang@163.com; wanghx27@mail.sysu.edu.cnBackground: Effective blood pressure (BP) control necessitates sustained adherence to self-care regimes; however, adherence can be undermined by excessive treatment burden. The longitudinal dynamics between treatment burden and self-care behaviours remain less understood, with particularly limited understanding of how the temporal relationship may influence BP control.Objective: This study sought to examine the temporal relationship between treatment burden and self-care while investigating their collective longitudinal impact on both systolic BP levels and hypertension control.Methods: We investigated a community-based longitudinal cohort of 1718 hypertensive patients (mean age 54.6 ± 11.9 years; 28.5% with coexisting diabetes). …”
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The Relationship of Transformational Leadership and Human Resource Efficiency with the Continuity Approach to Corporate Life (Case study: Eastern Azarbayjan Construction Contractor... by Hadi Amini Puya, Ebrahim Salami

“…The method of this research is descriptive-correlation based on structural equation modeling. …”
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Assessing the thermal cracking process of coal in high-temperature environment: an ultrasonic approach by Junjun Feng, Junjun Feng, Shigeng Li, Chuanhua Xu, Jun Peng, Qisong Huang

“…The ultrasonic method based on the theoretical model provides an innovative approach for assessing the coal thermal cracking process, contributing to improved environmental sustainability in deep coal mining.…”
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Evaluation of risk-based antigen and antibody surveillance strategies and their association with HPAI outbreaks in South Korean duck farms by Saleem Ahmad, Dae Sung Yoo

“…However, the effectiveness of these strategies—especially in terms of testing frequency, timing, and spatial alignment with outbreak risks—remains under-evaluated.MethodsThis study analyzed antigen and antibody surveillance data from South Korean duck farms between 2019 and 2022. …”
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