Online Estimation and Control Method of Optimal Slip Ratio for Vehicle With an Electric Power-Assisted Brake System by Lei Chen, Yuchao He, Tangtang Ma, Shengshi Zhong

“…During the identification, the initial value selection method and the segmented mean method are combined to improve accuracy and efficiency. …”
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Clinical Implications of Social Anxiety Disorder (SAD) and its Detection Methods- A Systematic Review by Dian Pitaloka Priasmoro, Yuni Asri

“…Results: Out of 78 articles that were screened, only 56 met the eligibility criteria to be selected for further review. The initial steps that need to be taken include 1) defining the research objectives; 2) establishing inclusion criteria; 3) developing a search strategy for data retrieval or study selection; 4) collecting data; 5) assessing the quality of studies; and 6) synthesizing the results. …”
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A Fast Forward Prediction Framework for Energy Materials Design Based on Machine Learning Methods by Xinhua Liu, Kaiyi Yang, Lisheng Zhang, Wentao Wang, Sida Zhou, Billy Wu, Mengyu Xiong, Shichun Yang, Rui Tan

“…In this paper, we propose a forward prediction and screening framework for functional materials, which includes database selection, attributes, descriptors, machine learning models, and prediction and screening. …”
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A pea variety ‘Kazak’ by A. R. Ashiev, K. N. Khabibullin, M. V. Skulova, N. S. Kravchenko

“…During a long-term breeding work, including a various initial forms’ crossing, a selection of the best genotypes and a strict control of productivity and stability parameters, the variety ‘Kazak’ was studied in the Competitive Variety Testing under number G-1122 in 2020–2022. …”
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Research on Hybrid Heating System in Cold Oilfield Regions by Meng Xu, Zhiyang Xu, Xinxin Wei, Gaoxiang Zhang, Changyu Liu

“…At the same time, a typical dormitory building in the oil region was selected as the research object, the system equipment selection was calculated according to the relevant design specifications. …”
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Retrospective evaluation of intravenous fosfomycin in multi-drug resistant infections at a tertiary care hospital in Lebanon by Tala Ballouz, Rony M Zeenny, Nisrine Haddad, Nesrine Rizk, Souha S Kanj

“…Its main mechanism of action is the inhibition of the initial step of cell wall synthesis and is active against both Gram-positive and Gram-negative bacteria. …”
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Preparation and Physicochemical Properties of High-Temperature-Resistant Polymer Gel Resin Composite Plugging Material by Tao Wang, Weian Huang, Jinzhi Zhu, Chengli Li, Guochuan Qin, Haiying Lu

“…To address severe drilling fluid losses in high-temperature fractured formations during deep/ultra-deep well drilling, this study developed a high-temperature and high-strength gelled resin gel plugging system through optimized resin matrix selection, latent curing agent, flow regulator, filling material, etc. …”
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Study on Optimization Methods for Miniaturization and Lightweight Design of Micro Lead-bismuth Cooled Reactor by LIU Zijing, ZHAO Pengcheng, LI Qiong

“…This paper focused on the challenges of multi-physics, multi-variable, and multi-constraint coupling effects in the design optimization of miniaturization and lightweight of micro lead-bismuth cooled reactors. Initially, an analysis of the impact of fuel/coolant and solid moderator/reflector layer materials on the core’s critical dimensions and mass was conducted to guide fuel/material selection. …”

Raman-based PAT for multi-attribute monitoring during VLP recovery by dual-stage CFF: attribute-specific spectral preprocessing for model transfer by Annabelle Dietrich, Luca Heim, Jürgen Hubbuch 

“…With this set-up, spectral data from three CFF runs were collected, differing in initial product concentration and process parameters. …”
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An intelligent object detection and classification framework for assisting visually challenged persons using deep learning and improved crow search optimization by Alaa O. Khadidos, Ayman Yafoz

“…Finally, the hyperparameter selection of the ABS-BiLSTM model is performed by implementing the improved crow search algorithm (ICSA) model. …”
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Temperature rise of high-speed bearing in gearbox of 5 MW wind turbine based on Bayesian-LightGBM and improved PSO-SVM troubleshooting by Minan Tang, Zhanglong Tao, Jiandong Qiu, Jinping Li, Mingyu Wang, Hongjie Wang, Chuntao Rao

“…Secondly, feature selection is performed on the remaining data using Bayesian-LightGBM to identify 13 key input feature parameters. …”
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WDRIV-Net: a weighted ensemble transfer learning to improve automatic type stratification of lumbar intervertebral disc bulge, prolapse, and herniation by Ichiro Nakamoto, Hua Chen, Rui Wang, Yan Guo, Wei Chen, Jie Feng, Jianfeng Wu

“…WDRIV-Net can serve as a guide in the initial and efficient type screening of complex degeneration of lumbar intervertebral discs (LID) and assist in the early-stage selection of clinically differentiated treatment options.…”
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The conserved ATPase PCH-2 controls the number and distribution of crossovers by antagonizing their formation in Caenorhabditis elegans by Bhumil Patel, Maryke Grobler, Alberto Herrera, Elias Logari, Valery Ortiz, Needhi Bhalla

“…Meiotic crossover recombination is essential for both accurate chromosome segregation and the generation of new haplotypes for natural selection to act upon. This requirement is known as crossover assurance and is one example of crossover control. …”
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Evaluation of the influence of laser quenching mode parameters on the quality of the surface and surface layer of machine parts (overview) by S. V. Petrochenko, Q. Hao, X. Yu, K. Zhao

“…The conclusion is made in the form of recommendations on the selection of parameters of the laser hardening mode to obtain a given surface quality and surface layer of machine parts.…”
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Twenty-Four-Hour Movement Behaviors and Social Functions in Neurodiverse Children: A Scoping Review by Chengwen Fan, Pan Liu, Zongyu Yang, Liqin Yin, Shuge Zhang

“…Specifically, we conducted a systematic search via four databases, namely the Web of Science, PubMed, Scopus, and EBSCOhost, through 31st December 2024, and followed scoping review guidelines for results synthesis. The initial search returned 2342 articles, of which 50 studies fulfilled the inclusion criteria following a robust selection and screening process. …”
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ON THE CHOICE OF THE OPTIMAL POINTS OF OPENING IN CITY POWER GRIDS IN THE CONDITIONS OF THE SMART GRID by M. I. Fursanov, A. A. Zоlotoy

“…The main technological task is to improve the selection of optimal points of disconnection of networks. …”
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Developing the Digital Health Communication Maturity Model: Systematic Review by Grace Jeonghyun Kim, Kang Namkoong

“…ResultsOf the 1138 initially identified studies, 31 (2.72%) met the inclusion criteria. …”
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The analysis of sculpture image classification in utilization of 3D reconstruction under K-means++ by Xuhui Wang

“…At the same time, K-means++   is selected for its optimized initial centroid selection strategy, which enhances the stability and reliability of clustering. …”
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Static Mechanical Properties of Aeolian Sand Improved with Silt Subjected to Varying Temperature and Pressure by Bojun Cui, Jian Xu, Xianxian Shao, Dechao Xu, Bingqi Zhang

“…Under varying temperatures, the samples exhibited a consistent pattern of initial shrinkage followed by subsequent expansion. …”
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Development of multiplex PCR system for identification of glyphosate-tolerant sugar beet by Л. М. Присяжнюк, Ю. В. Шитікова, О. О. Волчков

“…A series of PCR were carried out for the purpose of selecting the optimal amount of DNA matrix for efficient estimate of transgenic sugar beet plants for the presence of specific sequences. …”
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