Smart strategy in statistics: choosing appropriate test tools for data and hypotheses in quantitative research by Nana Darna, Iwan Setiawan, M. Aziz Basari, Kasman Kasman

“…The results showed that the selection of appropriate test tools improved the accuracy and efficiency of statistical analyses, and the strategy applied helped make it easier for researchers to determine the appropriate statistical test tools through clear groupings based on data types and hypotheses. …”
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Entropy-Guided Distributional Reinforcement Learning with Controlling Uncertainty in Robotic Tasks by Hyunjin Cho, Hyunseok Kim

“…This approach significantly enhances sample efficiency and adaptability in complex long-horizon tasks, highlighting the effectiveness of entropy-guided RL in navigating challenging and uncertain environments.…”
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Allometric Modelling of the Stem Carbon Content of Rhizophora mucronata in a Tropical Mangrove Ecosystem by W. M. Dimuthu Nilmini Wijeyaratne, Pawani Madhushani Liyanage

“…The model bias values and the model efficiency values for the best fit model suggested that the model is suitable to be used practically. …”
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Solving the Traveling Salesman Problem: A Modified Metaheuristic Algorithm by Majid Yousefikhoshbakht

“…The aim of this issue is to determine a cycle with a minimum cost for this salesman. …”
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THE INFLUENCE OF THE QUALITY OF HEALTH CLINIC SERVICES ON THE SATISFACTION OF BPJS USER INMATES IN CLASS IIA PURWOKERTO PRISON INSTITUTIONS by Nabilla Khoerun Nisa, Wido Cepaka Warih

“… This study aims to determine the effect of the quality of health clinic service on the satisfaction of BPJS user inmates at the Class IIA Purwokerto Correctional Institution. …”
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摆线内啮合齿轮泵转子的应力和应变状态的研究 by 陆恩万, 骆艳洁, 王齐

“…Using the urea pump（a cycloid pump） of SCR exhaust emission system as the object of study,the stress and deformations of the pump during the operation process by using the finite element method and the ANSYS program are analyzed.According to the research,it shows that the two kinds of load which the rotor received are respectively the torque of the input shaft of the inner rotor and the hydraulic load resulted from the pressure of the liquid between the tooth displacement chambers.The tooth stresses are not even and both the strain and deformation trends are different are also discovered.Therefore,the axial gap between teeth and radial clearance between the pump body and rotor occur which leads to the internal leakage of pump and seriously influence the pump working pressure and the volume efficiency and life of the pump.Least but not last the paper illustrates a way to determining the load range for pump: the loading of the pump should not higher than stress(equal to the maximum pressure stress of PEEK,that is,and at the same time,the radial clearance and the axial clearance should not exceed the extreme values and assumed for a particular size of the pump,that is and.…”
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Mathematical modeling of evaporation processes in a heat pump circuit by V. N. Fedoseev, S. A. Loginova

“…In order to improve the control system of an air heat pump and increase its efficiency, it is necessary to take into account as accurately as possible all the elementary stages of the processes occurring in the system under consideration. …”
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Synthesis and Kinematic Analysis for Bi-objective Path of Six-bar Linkage by Guangzhen Cui, Yanqiu Xiao, Caidong Wang, Zhiqiang Guo

“…To ensure the design accuracy and improve design efficiency，an integrated design method of synthesis and analysis for bi-objective path of six-bar linkages is put forward. …”
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Image key information processing using convolutional neural network and rotational invariant-hierarchical max pooling algorithm. by Guangmei Ma

“…This indicated that the research method had higher accuracy in processing key image information and higher efficiency. …”
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CALCULATION AND DESIGN OF CELLULAR CARRYING LAYERS OF AIRFIELD RUNWAY PAVEMENTS by G. M. Murtazaliev, M. M. Batdalov, A. I. Akayev, A. I. Bulgakov, M. M. Payzulaev

“…The aim of the study is the technological solution model proposed by the authors for the carrier layer of artificial runway pavement in the form of a honeycomb structure of closed steel sheets filled with concrete along with a method for assessing the strength and determining the rigidity of its aggregate.Method. …”
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Programmatic mapping and size estimation of people who inject drugs to plan targeted HIV prevention and harm reduction programs in iran, a nationwide study by Nima Ghalekhani, Ahmad Hajebi, Ebrahim Ghodusi, Behnaz Beygi, Toktam Khojasteh Bojnordi, Mohammad Farooq Mashhour, Fatemeh Rezaei Sharif, Farzaneh Rajabzadeh, Hooriyeh Khoshdel, Hamid Reza Fathi, Hamid Sharifi

“…Strategic consolidation based on spatial optimization can dramatically improve efficiency and access under resource constraints.…”
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Anti-Hair Loss Potential of Perilla Seed Extracts: In Vitro Molecular Insights from Supercritical Fluid Extraction by Anurak Muangsanguan, Warintorn Ruksiriwanich, Pipat Tangjaidee, Korawan Sringarm, Chaiwat Arjin, Pornchai Rachtanapun, Sarana Rose Sommano, Korawit Chaisu, Apinya Satsook, Juan Manuel Castagnini

“…This study compared three extraction methods—maceration (MAC), screw pressing (SC), and supercritical fluid extraction (SFE)—to determine their efficiency in recovering bioactive compounds and their effects on androgenetic alopecia (AGA)-related pathways. …”
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Arbuscular mycorrhizal fungi symbiosis enhances growth, nutrient uptake, and oil quality in sunflower–pumpkin under intercropping systems by Aisha A. M. Alayafi, Basmah M. Alharbi, Basmah M. Alharbi, Awatif M. Abdulmajeed, Taghreed S. Alnusaire, Ayshah Aysh ALrashidi, Siham M. AL-Balawi, Hanan Khalaf Anazi, Suliman M. S. Alghanem, Omar Mahmoud Al zoubi, Mona H. Soliman, Mona H. Soliman

“…In particular, AM-inoculated sunflower and pumpkin seeds exhibited higher total oil content and a favorable shift in fatty acid composition, characterized by increased oleic acid and reduced linoleic acid concentrations.DiscussionThese findings highlight the synergistic potential of integrating AM fungal inoculation with intercropping practices to enhance crop productivity, nutrient use efficiency, and oilseed quality. The results support the adoption of AM fungi as a sustainable biofertilizer strategy in modern agroecosystems.…”
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Frequency-comb-referenced multiwavelength interferometry for high-precision and high-speed 3D measurement in heterogeneous semiconductor packaging by Park Jun Hyung, Kim Dae Hee, Chu Huy Hoang, Hahm Ji Won, Kang Guseon, Lee Dongil, Song Seyong, Kang Mingu, Kim Seung-Woo, Kim Young-Jin

“…Therein, we devised a sequential phase detection method, which enables 5,000 times faster solution determination than the traditional recursive excess fraction method, while maintaining its reliability under noisy conditions. …”
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Solvatochromic Parameters of Four Amines in Propane-1,3-diol at 298.15 K by Maria-Luísa C. J. Moita, Ângela F. S. Santos, Miguel A. B. S. S. Correia, Isabel M. S. Lampreia

“…While the polarity of the solvent plays a critical role in determining which amines efficiently capture CO₂, the heat capacity of the solvent is also a significant factor in the regeneration process. …”
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Comparison of Raman spectroscopy with mass spectrometry for sequence typing of Acinetobacter baumannii strains: a single-center study by Suling Liu, Ni Zhang, Jiawei Tang, Chong Chen, Weisha Wang, Jingfang Zhou, Long Ye, Xiaoli Chen, ZhengKang Li, Liang Wang

“…The objective was to assess the feasibility of this integrated method for efficient sequence typing of A. baumannii strains. …”
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eCBT-I dialogue system: a comparative evaluation of large language models and adaptation strategies for insomnia treatment by Xueying Bao, Xingyu Zhu, Dongren Yang, Hao Lou, Ruoyun Wang, Yutong Wu, Wenhui Li, Yu Xia, Li Zeng, Yingying Pan, Xiqin Wang, Xian Zhang, Cheng Ling, Youhui Ling, Yan Zhang, Qi Zhao, Mei Yang

“…We screen the suitability of the three adaptation strategies for the eight major language models in the group, and thus determine the best adaptation method for each language model to maximize performance improvement. …”
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Nonlinear Regression with High-Dimensional Space Mapping for Blood Component Spectral Quantitative Analysis by Xiaoyan Ma, Yanbin Zhang, Hui Cao, Shiliang Zhang, Yan Zhou

“…Accurate and fast determination of blood component concentration is very essential for the efficient diagnosis of patients. …”
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From Fresh to Dried: Evaluating Drying Kinetics of Sultana and Besni Grapes by Mehmet Başlar

“…This research investigates the thin-layer drying kinetics of Sultana and Besni grapes using the forced-air drying method. The study evaluates the applicability of three drying models (Lewis, Page, and Henderson & Pabis) to the experimental data and concurrently determines the effective moisture diffusivity and activation energy of dried grapes at varying temperatures. …”
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What Drives Islamic Banks Profitability in the Gulf Cooperation Council Countries? by Hichem Hamza

“…The purpose of this paper was to assess the profitability determinants of commercial Islamic banks in Gulf Cooperation Council (GCC) countries during the period 2005-2019. …”
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