A Review on State-of-Charge Estimation Methods, Energy Storage Technologies and State-of-the-Art Simulators: Recent Developments and Challenges by Muhtahir O. Oloyede, Godfrey A. Akpakwu, Herman C. Myburgh, Allan De Freitas, Tawanda Kunatsa

“…Batteries are a main source of energy and are usually monitored by management systems to achieve optimal use and protection. Coming up with effective methods for battery management systems that can adequately estimate the state-of-charge of batteries has become a great challenge that has been studied in the literature for some time. …”
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Evaluating feature selection methods in a hybrid Weibull Freund-Cox proportional hazards model for renal cell carcinoma by Shaymaa Mohammed Ahmed, Majid Khan Majahar Ali, Arshad Hameed Hasan

“…Elastic Net ‘averted’ some difficulties of Lasso combined with Ridge regression and selected more or less different genes for better fitting of the model. MI-SVM was the optimal procedure for this task, considering the number of features chosen and the performances obtained, with the highest R2 and the lowest MSE. …”
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Developing an effective teaching model in order to improve the educational level of schools by Mehdi Mohammadi, fardin Abdollahy, Rafigh Hasani

“…Also, there is a significant difference between the components of effective professional development of teachers.MethodologyThis research is fundamental in terms of its purpose, and exploratory in terms of the method of data collection. …”
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Changes in nutritional properties based on cooking methods of pili nuts (canarium ovatum engl.) and their applicability as elder-friendly food by Dah-Sol Kim, Ju Hong Park

“…This study investigated the influence of different pretreatment methods on the nutritional composition of pili nuts, with the aim of identifying optimal intake strategies for developing elder-friendly foods. …”
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Iterative approach for photonic crystal devices design by Pavel V. Mokshin, Dimitriy L. Golovashkin, Vladimir S. Pavelyev

“…An approach to the design of photonic crystal (PhC) devices is proposed, which differs from the known general-purpose optimization methods (for example, a genetic algorithm or gradient procedures) by using information about diffraction patterns at different frequencies when optimizing an element designed to operate at the selected wavelength. …”
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Evaluation of coronary perfusion pressure and diastolic blood pressure calculation methods in a swine model of pediatric cardiopulmonary resuscitation by Jeremy C. Zuckerberg, Tiffany Ko, M. Katie Weeks, Nicholas J. Widmann, Martha F. Kienzle, Hunter A. Gaudio, Luiz Eduardo V. Silva, Ron W. Reeder, Robert M. Sutton, Robert A. Berg, Todd J. Kilbaugh, Ryan W. Morgan

“…However, agreement between different calculation methods and their relative performance as outcome discriminators are not well established. …”
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Effect of Silver Diamine Fluoride Application Methods on Dentin Microhardness and Durability Under pH Cycling: An In Vitro Study by Farideh Darabi, Parmida Farzam, Mehrsima Ghavami‐Lahiji

“…Conclusion Different SDF application methods significantly enhance dentin microhardness post‐demineralization. …”
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EFFECT OF TILLAGE METHODS, MINERAL FERTILIZERS, HERBICIDES AND GROWTH REGULATORS ON PHYSICAL PROPERTIES OF SOIL, PRODUCTIVITY AND QUALITY OF WINTER WHEAT by V. M. Garmashov, I. M. Kornilov, N. A. Nuzhnaya, S. A. Gavrilova, N. V. Dronova

“…In average bulk density of the soil was the same during three years and was optimal for winter wheat cultivation. There was no authentic difference in storage and use of soil moisture under various tillage. …”
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Correlations Between Cognitive and Social Functioning of Schoolchildren: Study of Population Data Using methods of intellectual Analysis of heterogeneous Data by Leyla S. Namazova-Baranova, Georgiy A. Karkashadze, Elena A. Vishnyova, A. I. Molodchenko

“…However, the correlations between cognitive and socio-characterological parameters of the emerging personality makes it difficult to collect information and decreases the efficiency of traditional analysis methods on the population scale. The aim of the study is to estimate the correlations between cognitive activity social functioning of schoolchildren using artificial intelligence methods. …”
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Effect of Sterilization Methods on the Storage Quality of Soybean Protein-based Small Crisp Meat and Its Shelf Life Prediction by Ying SUN, Bin ZHOU, Long WANG, Shen LIU, Binglin LU, Lianzhou JIANG, Juyang ZHAO, Xiuqing ZHU

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Addressing Barriers Newcomer Families Face When Obtaining Routine Childhood Vaccines in Alberta, Canada by Siobhan M. Wong King Yuen, Emily J. Doucette, Caitlin Ford, Madison M. Fullerton, Ginamaria Vetro, Amanda Koyama, Jia Hu, Cora Constantinescu

“…The infographics were pilot-tested in a first-language focus group before the final product was translated into 10 different languages. <b>Results</b>: Consensus from 15 NGT workshop participants identified five key solutions to facilitate obtaining routine childhood immunizations: (1) Increasing access to reliable vaccine information; (2) Ensuring vaccine information and healthcare services are available in different languages; (3) Increasing vaccine appointment availability and optimizing the booking system for ease of navigation; (4) Increasing the role of family doctors in vaccine counseling and administration; (5) Streamlining vaccine record tracking. …”
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Efficiency of a Developed Cassava Wastewater Treatment System (CWTS) Based on Physico-Chemical Variables Studied by Atojunere Eganoosi Esme, Onasanya Oreoluwa Samuel, Alademomi Alfred Sunday

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RLDEAO optimized of air quality data clustering analysis(RLDEAO优化的空气质量数据聚类分析) by 田闯(TIAN Chuang), 黄鹤(HUANG He), 杨澜(YANG Lan), 王会峰(WANG Huifeng), 茹锋(RU Feng)

“…Aiming at the problems of high randomness, low clustering accuracy and multiple central points in clustering the same air quality data by traditional clustering methods due to different choice of initial points, a K-means complementary iterative air quality data clustering analysis method optimized by RLDEAO is proposed. …”
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Innovative organic nutrient management and land arrangements improve soil health and productivity of wheat (Triticum aestivum L.) in an organic farming system by Adarsh Sharma, S. K. Sharma, S. K. Sharma, Latika Vyas, Sharvan Kumar Yadav, Biswajit Pramanick, B. S. Sai Siddartha Naik, Oliver Obročník, Viliam Bárek, Marian Brestic, Ahmed Gaber, Mohammed Ali Alshehri, Akbar Hossain

“…The experiment was arranged in a split-plot design, with three land arrangements/sowing methods in the main plot and eight nutrient management approaches in the subplots.ResultsConcerning different land arrangements, the furrow irrigated raised bed sowing (FIRB) method resulted in the maximum wheat yield (4.34 t ha−1) compared with flat row sowing and zero tillage sowing. …”
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Evaluation of Weed Infestations in Row Crops Using Aerial RGB Imaging and Deep Learning by Plamena D. Nikolova, Boris I. Evstatiev, Atanas Z. Atanasov, Asparuh I. Atanasov

“…Using non-contact detection methods allows for a rapid assessment of weed infestations’ extent and management decisions for practical weed control. …”
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A Multilevel and Hierarchical Approach for Multilabel Classification Model in SDGs Research by Berliana Sugiarti Putri, Lya Hulliyyatus Suadaa, Efri Diah Utami

“…Future research can modify the model to utilize a single language input to optimize the term frequency-inverse document frequency (TF-IDF) process, hence, the word meanings from each language are not considered different important words.…”
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Bitemporal Remote Sensing Change Detection With State-Space Models by Lukun Wang, Qihang Sun, Jiaming Pei, Muhammad Attique Khan, Maryam M. Al Dabel, Yasser D. Al-Otaibi, Ali Kashif Bashir

“…This article investigates the impact of different scanning mechanisms within Mamba, evaluating five mainstream methods to optimize its performance in change detection. …”
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Comparative evaluation of methods for isolating extracellular vesicles from ICC cell culture supernatants: Insights into proteomic and glycomic analysis by Linlin Wu, Jiao Wei, Yueping Zhan, Xiao Xiao, Xuewen Xu, Chenjun Huang, Tian Long, Yueyue Li, Bin Fu, Mengmeng Wang, Chunfang Gao

“…Results By evaluating the biophysical properties, proteome, and N-glycome of EVs extracted using five different methods, UC was identified as the optimal approach for this study, as it offered a balance between operational complexity, cost-effectiveness, and the preservation of EVs activity. …”
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Acupoint stimulation methods for premature ovarian insufficiency: a systematic review and network meta-analysis of randomized controlled trials by Zhenping Du, Guancheng Ye, Jingyuan Wei, Shutong Li, Shan Zhao, Jun Wang

“…ObjectiveThe aims of this study were to evaluate and rank the efficacy of different acupoint stimulation (AS) therapies in the treatment of premature ovarian insufficiency (POI) by network meta-analysis (NMA) and to explore the optimal AS regimen for improving sex hormone levels and clinical symptoms.MethodsRandomized controlled trials (RCTs) in English and Chinese up to November 2024 were searched in eight databases, including the Cochrane Library, PubMed, and the China National Knowledge Infrastructure (CNKI). …”
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Development of a single-cell cloning technique for isolation of Pentatrichomonas hominis: a promising tool for diagnosing Trichomonas spp. infections in the pig breeding industry by Yibin Zhu, Haiming Cai, Shenquan Liao, Juan Li, Siyun Fang, Hanqin Shen, Dingai Wang, Zhuanqiang Yan, Minna Lv, Xuhui Lin, Junjing Hu, Yongle Song, Xiangjie Chen, Lijun Yin, Jianfei Zhang, Nanshan Qi, Mingfei Sun

“…Furthermore, despite its prevalence, diagnosing Trichomonas spp. is often challenging, primarily owing to the presence of mixed infections involving different species within clinical samples. To address this concern, we developed a novel isolation method that combines a single-cell isolation culture technique with an antimicrobial drug susceptibility test. …”
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