column:Mid-Term Optimal Scheduling of Hydro-Wind-Solar Systems Addressing Extreme Drought and Renewable Energy Forecast Error by CHEN Cong, LIU Benxi, WANG Haidong, WANG Wenbin

“…With the acceleration of global energy transition and frequent extreme drought events, the combined threat of low output in renewable energy forecast and sudden reductions in hydropower generation poses significant challenges to power grid security and stability. …”
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The impact of automation on the safety of drug dispensing in nursing homes by Idoia Beobide Telleria, Alex Ferro Uriguen, Blanca Miró Isasi, Silvia Martínez Arrechea, Maria Isabel Genua Goena

“…This represents a reduction of 91% in dispensing errors. 43 errors reached the patient during the manually dispensing versus 6 during the automated year. …”
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Imbalance Charge Reduction in the Italian Intra-Day Market Using Short-Term Forecasting of Photovoltaic Generation by Cristina Ventura, Giuseppe Marco Tina, Santi Agatino Rizzo

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Second Victim Syndrome Among Healthcare Professionals: A Systematic Review of Interventions and Outcomes by Ong TSK, Goh CN, Tan EKYE, Sivanathan KA, Tang ASP, Tan HK, Ng QX

“…However, evidence for long-term outcomes—including professional resilience, burnout reduction, and retention—was mixed and generally of low certainty. …”
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Visualization of large-scale user association feature data based on a nonlinear dimensionality reduction method by Nong Linlin

“…First, a LSUAFD visualization platform based on the nonlinear dimensionality reduction method is constructed. Secondly, the nonlinear dimensionality reduction algorithm is integrated into the platform, and the functional modules and data dimensionality reduction modules of the platform are finally tested. …”
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Loss reduction optimization strategies for medium and low-voltage distribution networks based on Intelligent optimization algorithms by Nian Liu, Yuehan Zhao

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Wideband RCS Reduction of a Linear Patch Antenna Array Using AMC Metasurface for Stealth Applications by Baisakhi Bandyopadhyay, Sudeb Bhattacharya, Rahul Kumar Jaiswal, Mondeep Saikia, Kumar Vaibhav Srivastava

“…Along with the monostatic RCS reduction, a bistatic RCS reduction up to 40° has also been observed in simulations. …”
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Evaluation of changes in refractive errors, intraocular pressure, and other anterior segment parameters after Nd:YAG laser capsulotomy for posterior capsule opacification by Mohammed Abdelhamid Mohammed Mohammed, Ghofran Ahmad Metwally

“…There were significant reductions in ACD (P = 0.0025). Conclusion: After capsulotomy, there was a real shallowing of the anterior chamber; spherical equivalents remained unchanged, while spherical and cylindrical errors decreased. …”
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A stacking ensemble model for food demand forecasting: A preventative approach to food waste reduction by Asmaa Seyam, Sujith Samuel Mathew, Bo Du, May El Barachi, Jun Shen

“…The promising results indicate that relying on the predicted demand to replenish the inventory achieves a significant reduction in food waste.…”
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Prediction of heterogeneous nucleation condensation effect on the surface of respiratory coal dust and test of dust reduction test by Hanyi LIN, Liang YUAN, Bingyou JIANG, Yuqian ZHANG, Yifan WANG, Haoyu WANG

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Estimation of chlorophyll content in rice canopy leaves based on main base analysis and dimensionality reduction method by YUAN Weinan, XU Tongyu, CAO Yingli, WANG Yang, YU Fenghua

“…The results showed that the modeling coefficient of determination (R²) was 0.689, with the root mean square error (RMSE) of 2.20, and the RMSE of validation model was 1.20. …”
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Study on the electrocatalytic CO2 reduction performance of covalent organic framework materials based on machine learning by Zhang Xiangying, Wang Sitan

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Study on Noise Reduction of Hydrostatic Leveling Signals for Wind Turbine Foundations Based on CEEMDAN-SG Algorithm by Renjie Li, Xiangxing Lu, Zhixin Song, Huanwei Wei, Fang Tan, Zhonghua Liu

“…The results demonstrate that the joint noise reduction method exhibits significant advantages compared to the individual CEEMDAN and SG algorithms. …”
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Community alcohol sales and opioid poisoning deaths: Alcohol serving space as a harm reduction opportunity by Cory M. Morton, Kristen Gilmore Powell, Michael Routhier, N. Andrew Peterson

“…Results inform harm reduction approaches by identifying substance use spaces where overdose prevention messaging or policy change may be most effective.…”
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Accurate estimation of permeability reduction resulted from low salinity water flooding in clay-rich sandstones by Xiaojuan Zhang, Muntadher Abed Hussein, Tarak Vora, Anupam Yadav, Asha Rajiv, Aman Shankhyan, Sachin Jaidka, Mehul Manu, Farzona Alimova, Issa Mohammed Kadhim, Zainab Jamal Hamoodah, Fadhil Faez, Ahmad Khalid

“…The results show that random forest and ensemble learning algorithms delivered the highest predictive accuracy, evidenced by the most substantial coefficient of determination (R2) and minimal error metrics. A sensitivity analysis further clarified that while increasing flooding water salinity and ionic strength leads to a reduction in permeability drop, both the flow rate and the sandstone's clay content exhibit a positive correlation with permeability impairment. …”
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Changes in medication administration error rates associated with the introduction of electronic medication systems in hospitals: a multisite controlled before and after study by Ling Li, Johanna I Westbrook, Peter Gates, Amanda Woods, Magdalena Z Raban, Neroli S Sunderland

“…Observational data were compared against medication charts to identify errors (eg, wrong dose). Potential error severity was classified on a 5-point scale, with those scoring ≥3 identified as serious. …”
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A Coupling Error Compensation Approach Concerning Constrained Space Coordinate Precision of a Heavy-Load Longitudinal and Transversal Swing Table by Manxian Liu, Rui Bao, Shuo Li, Liang Ji, Suozhuang Li, Xiaoqiang Yan, Wei Li

“…The experimental results demonstrate 96.94% and 65.63% reductions in absolute average errors for the pitch and roll angles, respectively, especially when the maximum positioning error under the maximum load condition is controlled within ±5%, which significantly enhances motion accuracy and robustness under complex working conditions. …”
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A Quantitative Evaluation Method Based on Back Analysis and the Double-Strength Reduction Optimization Method for Tunnel Stability by Jinglai Sun, Fan Wang, Xinling Wang, Xu Wu

“…Compared with the traditional method, the proposed back analysis method can reduce errors in the predicted performance, and unlike the SRM, the ODSRM can avoid overestimating the safety factor with the same reduction factor. …”
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A Novel Method for Noise Reduction and Jump Correction of Maglev Gyroscope Rotor Signals Under Instantaneous Perturbations by Di Liu, Zhen Shi, Chenxi Zou, Ziyi Yang, Jifan Li

“…Experimental results demonstrate that, compared to the original rotor signal, the reconstructed signal processed by the MAF-ARIMA algorithm exhibits an average reduction of 70.58% in standard deviation and an average decrease of 47.31% in the absolute error of azimuth measurement results. …”
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How energy transition and fintech influence income inequality in Sub-Saharan Africa: Evidence from a panel-corrected standard error approach by Etienne Bienvenu Akono, Vatis Christian Kemezang

“…By employing the panel-corrected standard errors approach, the analysis takes into account contextual and institutional factors, as well as regional specificities, for the period extending from 2000 to 2021. …”
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