Particle Size Inversion Based on <i>L</i>_1,∞-Constrained Regularization Model in Dynamic Light Scattering by Changzhi Li, Zhi Dou, Yajing Wang, Jin Shen, Wei Liu, Gaoge Zhang, Zhixiang Yang, Xiaojun Fu

“…The inversion outcomes for the 33 nm unimodal particles, the 55 nm unimodal, and the 33 nm/203 nm bimodal experimental particles show that <i>L</i>_1,∞ reduces peak errors by at most 6.06%, 5.46%, and 12.12%/3.94% compared to <i>L</i>_2,2, <i>L</i>_1,2, and <i>L</i>_2,∞ models, respectively. …”
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A Hybrid ARIMA-LSTM-XGBoost Model with Linear Regression Stacking for Transformer Oil Temperature Prediction by Xuemin Huang, Xiaoliang Zhuang, Fangyuan Tian, Zheng Niu, Yujie Chen, Qian Zhou, Chao Yuan

“…Experimental results demonstrate the hybrid model’s superiority: In 5000-data-point prediction, it achieves an MSE = 0.9908 and MAPE = 1.9824%, outperforming standalone XGBoost (MSE = 3.2001) by 69.03% in error reduction and ARIMA-LSTM (MSE = 1.1268) by 12.08%, while surpassing naïve methods 1–2 (MSE = 1.7370–1.6716) by 42.94–40.74%. …”
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Research on step-by-step visual servo control system of anchor drilling robot by Mengyu LEI, Xuhui ZHANG, Wenjuan YANG, Jicheng WAN, Yuyang DU, Henghan YU, Chenhui TIAN

“…This research significantly enhances the automation level of support systems, laying a technical foundation for workforce reduction and efficiency improvement in roadway support operations.…”
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Digital inclusion for a sustainable future: Catalysing green economic growth by Oleksii Lyulyov, Tetyana Pimonenko, Aleksy Kwilinski

“…The policies should incentivize digital innovations such as smart grids, waste reduction platforms, and sustainable transportation systems to amplify the positive impacts of digitalization. …”
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About the trustworthiness of physics-based machine learning – considerations for geomechanical applications by D. Degen, D. Degen, D. Degen, M. Ziegler, M. Ziegler, O. Heidbach, O. Heidbach, A. Henk, K. Reiter, F. Wellmann, F. Wellmann

“…The usage of these surrogate geomechanical models yields a speed-up of 6 orders of magnitude while maintaining global errors in the range of less than 0.01 <span class="inline-formula">%</span>. …”
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Determination of long-term permissible currents in wires of power supply systems of railways by E. P. FIGURNOV, Yu. I. ZHARKOV, V. I. KHARCHEVNIKOV

“…It is shown that with the longitudinal direction of the wind, the reduction of this coefficient occurs to a lesser extent than has been assumed so far. …”
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Preliminary results of the Pilot Project «Development of the Medical Rehabilitation System in the Russian Federation» in the city hospital № 26 (Saint Petersburg). Using «ICF reade... by A. A. Shmonin, M. N. Maltseva, V. V. Nikiforov, E. V. Melnikova, G. E. Ivanova, V. I. Dorofeev

“…We identified key issues and errors of ICF use in rehabilitation diagnosis. The article presents data on the frequency of using the different ICF domains in practice of rehabilitation. …”
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Bidirectional reduced-order electrothermal modeling of power MOSFETs for electric vehicle thermal management applications by Chih-Chun Hsu, Yi-Hsuan Hsieh, Hsiao Chi Tang, Yu-Min Meng, Ming-Shi Huang, Po-Hsuan Tseng, Hai-Han Lu, Hua-Yi Hsu

“…Comprehensive validation using TO-263 packaged MOSFETs under constant power, dynamic cycling, and standardized driving cycles (UDDS, US06, NYCC) demonstrates exceptional accuracy with maximum temperature errors below 5.1 % while achieving over 99 % computational reduction compared to CFD approaches. …”
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EVALUATION OF THE IMPACT OF DRUG THERAPY FOR OBESITY ON THE CLINICAL MANIFESTATIONS OF KNEE OSTEOARTHRITIS IN OVERWEIGHT WOMEN by E. A. Strebkova, I. V. Solovyeva, E. P. Sharapova, A. M. Mkrtumyan, L. I. Alekseeva, E. L. Nasonov

“…The tolerability of Orlistat was good; only two patients reported diarrhea due to dietary errors (fat intake), which required no drug discontinuation.Conclusion. …”
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Uso de cámaras de inhalación en pediatría: eficacia de una intervención formativa en profesionales sanitarios by Belén de la Rosa Roch

“…After the intervention, a significant improvement was observed in both knowledge and skills, with a notable reduction in the most frequent errors: failure to shake the inhaler between doses and failure to wait between inhalations. …”
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GNSS time series analysis of the crustal movement network of China: Detecting the optimal order of the polynomial term and its effect on the deterministic model by Shuguang Wu, Hua Ouyang, Houpu Li, Zhao Li, Haiyang Li, Yuefan He

“…If there are not enough parameters assumed, modeling errors will occur and adversely affect the analysis results. …”
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Analysis of the implementation effect of the operating room nursing safety management model based on Heinrich’s law by Yanru Wu, Mengmin Jing, Haiqin Yang, Juan Liu, Tiantian Zhang, Hui Zhu, Yajuan Yang, Chunyan Gao

“…Conclusion The Heinrich’s law-based model effectively enhances perioperative safety by reducing errors, improving nursing competency, and increasing patient satisfaction. …”
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Deep learning driven prediction and comparative study of surrounding rock deformation in high speed railway tunnels by Zeping Yang, Zhikai Cheng, Da Wu

“…Moreover, the model exhibits robust generalization, with average absolute errors below 1 mm and relative errors under 1% across various construction methods and tunnel segments. …”
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Mid-Term Optimal Scheduling of Hydro-Wind-Solar Systems Addressing Extreme Drought and Renewable Energy Forecast 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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Highly Accelerated Dual-Pose Medical Image Registration via Improved Differential Evolution by Dibin Zhou, Fengyuan Xing, Wenhao Liu, Fuchang Liu

“…Extensive experimental results demonstrate that the proposed algorithm provides more accurate similarity metrics compared to conventional registration algorithms; the dual-pose registration strategy largely reduces errors in specific dimensions, resulting in reductions of 67.04% and 71.84%, respectively, in rotation and translation errors. …”
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Role of document management system for business processes optimization by I.V. Orlov

“…This integrated approach enhances organizational structure, optimizes processes, and bolsters security, leading to significant cost reductions and increased work efficiency. The model emphasizes the importance of streamlined and automated document workflows in reducing manual errors and operational bottlenecks. …”
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An Adaptive Fusion Path Tracking Strategy for Autonomous Vehicles Based on Improved ACO Algorithm by Jihan Zhang, Yuan Wang, Jinyan Hu, Hongwu You

“…Experimental results showed that the IMACO-based fusion controller achieves significant enhancements in path-tracking accuracy, with root mean square error (RMSE) reductions of 68.3%, 74.5%, 35.8%, and 21.8% when compared to PP controller, PID controller, original ACO-based fusion controller, and the Cuckoo-based fusion controller, respectively. …”
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Quantifying and Reducing the Operator Effect in LSPIV Discharge Measurements by G. Bodart, J. Le Coz, M. Jodeau, A. Hauet

“…The application of the assisted LSPIV workflow using the proposed tools leads to significant improvements of the discharge measurements with strong reductions of the inter‐participant variability. On the eight videos, the mean interquartile range of the discharge errors is reduced from 17% to 5% and the mean discharge bias is reduced from −9% to 1% with the assisted LSPIV workflow. …”
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On path length, beam divergence, and retroreflector array size in open-path FTIR spectroscopy by C. E. N. Power, C. E. N. Power, A. Wiacek, A. Wiacek

“…Where systematic fitting errors in interfering species (e.g., water) are significant, a longer path may not be optimal for a given target gas, leading instead to biased retrievals; moreover, at very long optical path lengths the signal-to-noise ratio decreases with increasing water vapour due to broadband mid-IR spectrum signal reduction in water-saturated regions. …”
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Sidewalk thermal comfort in street canyon and role of pavements under perpendicular sun rays during summer by D. Jareemit, M. Srivanit

“…Field data validation showed acceptable errors (R² = 0.91, normalized mean square error = 0.17).FINDINGS: For an east-west-oriented deep street canyon with direct overhead sunlight in summer, low-albedo materials for road and sidewalk surfaces are recommended to enhance thermal comfort. …”
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