Optimization of mathematical processing of calibration curves when determining molecular mass of biologicals by SDS-polyacrylamide gel electrophoresis by V. A. Tomilin, N. L. Ivanyutina, E. V. Elbert, R. A. Volkova

“…A third-order polynomial regression equation was used to optimize mathematical processing methods used during calculation of the calibration function. …”
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Optimizing Paediatric Paracetamol Dosing: Transitioning from Age-Based to Automated Weight-Based Calculations in Saudi Arabia by Amjad Alshammari, Almahaa Alshammari, Yosra AlJabran, Sharafaldeen Bin Nafisah

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Fertility and timing of the embryonic development of Cameraria ohridella Deschka & Dimic, 1986 (Lepidoptera: Gracillariidae) in laboratory conditions at different temperatures by M. Bashchenko, V. Chayka

“…The effect of temperature on fertility and the timing of the embryonic development of the chestnut moth under laboratory conditions was studied. Methods. Laboratory. Selected pupae of the chestnut moth were placed in thermostats (at a temperature of 15, 20, 25, 30). …”
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A Transformer-LSTM-SVR hybrid model for AI-driven emotional optimization in NEV embedded interior systems by Zongming Liu, Xuhui Chen, Xinan Liang, Zhicheng Sun, Fengqi Yang, Wenwen Ou, Linwei Li, Xiayan Qin

“…Current research on emotion optimization in new energy vehicle interiors lacks efficient nonlinear modeling methods. …”
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Construction and Optimization of Integrated Yield Prediction Model Based on Phenotypic Characteristics of Rice Grown in Small–Scale Plantations by Jihong Sun, Peng Tian, Zhaowen Li, Xinrui Wang, Haokai Zhang, Jiangquan Chen, Ye Qian

“…Subsequently, the top three models with the best performance in individual model predictions are integrated using voting and stacking ensemble methods to obtain the optimal integrated model. Finally, the impact of different rice phenotypic traits on the performance of the stacked ensemble model is explored. …”
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A Real-World Energy Management Dataset from a Smart Company Building for Optimization and Machine Learning by Jens Engel, Andrea Castellani, Patricia Wollstadt, Felix Lanfermann, Thomas Schmitt, Sebastian Schmitt, Lydia Fischer, Steffen Limmer, David Luttropp, Florian Jomrich, René Unger, Tobias Rodemann

“…The dataset enables the application of a wide range of methods in the domain of energy management, including optimization, modeling, and machine learning to optimize building operations and reduce costs and carbon emissions.…”
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SFPFMformer: Short-Term Power Load Forecasting for Proxy Electricity Purchase Based on Feature Optimization and Multiscale Decomposition by Chengfei Qi, Yanli Feng, Junling Wan, Xinying Mao, Peisen Yuan

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Optimizing deep learning for accurate blood cell classification: A study on stain normalization and fine-tuning techniques by Mohammed Tareq Mutar, Jaffar Nouri Alalsaidissa, Mustafa Majid Hameed, Ali Almothaffar

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Optimizing Screening Performance for the Risk of Hyperoxaluria and Urolithiasis Using the Urinary Oxalate/Creatinine Ratio: A Retrospective Analysis by Pierre Letourneau, Lara Cabezas, Aurélie De Mul, Nadia Abid, Christelle Machon, Cécile Poussineau, Cécile Acquaviva, Justine Bacchetta, Laurence Derain-Dubourg, Sandrine Lemoine

“…However, implementation of systematic 24-h urine collection is challenging, so there is a need for alternative screening methods. Methods: Using retrospective data from patients evaluated for the risk of urolithiasis, we assessed different thresholds for the urinary oxalate/creatinine (UOx/Creat) ratio to optimize the screening performance for hyperoxaluria diagnosis and urolithiasis risk using lithogenic risk surrogates. …”
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Optimizing aortic arch branch cannulation in acute type A dissection surgery: a minimally invasive approach by Lin Xia, Ying Lyu, Xiong Xiao, Zhonglu Yang, Yuguang Ge, Bin Wang, Yu Liu, Hui Jiang

“…This study aimed to compare the feasibility and safety of different aortic arch branch cannulation techniques using a single upper hemisternotomy.MethodsA retrospective analysis was performed on 207 patients with ATAAD who underwent total arch replacement combined with frozen elephant trunk techniques between December 2019 and July 2023. …”
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Multi-scenario Dynamic Simulation and Optimization of Urban Ventilation Environment: A Case Study of Taiyuan Metropolitan Area by Junda HUANG, Yuncai WANG

“…Although many international scholars have researched the optimization of urban ventilation, the existing research in China mainly focuses on the measurement of the current urban ventilation environment, while neglecting the long-term dynamic changes of the urban ventilation environment in response to different planning objectives in the process of urban development.MethodsThis research proposes a research framework generally applicable to the simulation of future changes in ventilation environment within city – region systems for the first time. …”
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A hybrid mutational Northern Goshawk and elite opposition learning artificial rabbits optimizer for PEMFC parameter estimation by Pradeep Jangir, Absalom E. Ezugwu, Kashif Saleem, Arpita, Sunilkumar P. Agrawal, Sundaram B. Pandya, Anil Parmar, G. Gulothungan, Laith Abualigah

“…Additionally SSE, Absolute Error (AE), and Mean Bias Error (MBE) are computed for different recent methods according to literature on voltage measurement. …”
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Optimization of Fiber Ring Resonator Transmission Spectrum Based on Multi-Beam Interference Theory and Transfer Matrix Theory by Wenya Liu, Jiubin Tan, Jiwen Cui

“…To address this issue, based on the multi-beam interference theory, this article establishes a new mathematical theoretical model and demonstrate a transmission PMF-FRR(TPMF-FRR) with two couplers, the symmetry error has been dwindle to 0.8%, which is a huge improvement compared to 11% of traditional reflection PMF-FRR(RPMF-FRR). Furthermore, different construction methods of TPMF-FRR were studied through theoretical analysis and experimental verification based on the transfer matrix theory, provide guidance for further optimizing the transmission spectrum. …”
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Enhanced Localization in Wireless Sensor Networks Using a Bat-Optimized Malicious Anchor Node Prediction Algorithm by Balachandran Nair Premakumari Sreeja, Gopikrishnan Sundaram, Marco Rivera, Patrick Wheeler

“…Our comprehensive simulation results reveal that BO-MAP significantly surpasses six current state-of-the-art methods—namely, the Secure Localization Algorithm, Enhanced DV-Hop, Particle Swarm Optimization-Based Localization, Range-Free Localization, the Robust Localization Algorithm, and the Sequential Probability Ratio Test—across various performance metrics, including the true positive rate, false positive rate, localization accuracy, energy efficiency, and computational efficiency. …”
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A Comparative Analysis of Different Algorithms for Estimating Evapotranspiration with Limited Observation Variables: A Case Study in Beijing, China by Di Sun, Hang Zhang, Yanbing Qi, Yanmin Ren, Zhengxian Zhang, Xuemin Li, Yuping Lv, Minghan Cheng

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Optimizing water use in spring maize through integrated agro-techniques in groundwater-stressed regions of northwestern India by Khushkarandeep Singh, Vinay Kumar Sindhu, Ajmer Singh Brar, J.S. Lamba, J.S. Deol, R.S. Jakhar, Ranjeet Singh

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Research on Pre-Compensation and Shape-Control Optimization of Hemming Structures with Dissimilar Materials Based on Forming Process Chain by Jianjun Li, Qin Sun, Jia Jia, Wenfeng Zhu

“…The deformation deviation is corrected through geometric parameter pre-compensation to achieve overall process shape control and optimization. Research shows that this method can significantly reduce the surface differences and gaps of hemming structures with dissimilar materials, and a single iteration can reduce the assembly surface difference by more than 90%. …”
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Optimization configuration of coal mine multi-energy complementary heat and power coordinated supply system in western China by Longfei WANG, Shuai WANG, Qing LI, Ruihua LI, Jin WU, Yi XIANG, Zhe BING

“…It proposes a coal mine multi-energy complementary combined heat and power supply system, integrating renewable energy and associated coal mine resources, along with an optimization method for configuration. This system utilizes photovoltaic, wind power, heat pumps, and energy storage devices to achieve energy production, conversion, and shifting within feasible boundary conditions, enabling complementary and synergistic use of electrical and thermal energy, and energy sharing. …”
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The Application of Simulation – optimization Approaches in Water Transmission Line of Bistoun Dam to Have Integrated Planning of Water Resource by Sara Heshmati, Rasoul Ghobadiyan, Seyed Ehsan Fatemi

“…Introduction The possible utilities of water resources systems are commonly used through several different models. There are two main categories of models including simulation and optimizing models. …”
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Optimization and Stability Evaluation of Simulating Milk Fat Globule Membrane Delivery Systems for DHA-rich Algal Oil by Bo WANG, Shiwei LIU, Jianfeng SUN, Shenglin DUAN, Youqiang YU, Xishan MA, Jia LIU, Peng YUAN, Wenxin WANG, Yuanyuan LIU, Xiaoyang ZHENG

“…Methods: Algal oil containing no less than 74% docosahexaenoic acid (DHA) was utilized as the main embedding component. …”
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