THE METHODOLOGICAL APPROACHES TO THE ASSESSMENT OF THE ECONOMIC EFFICIENCY LEVEL OF AGRICULTURAL LANDS USE OF THE REGION by Mykhailo STUPEN, Nazar STUPEN, Ruslana TARATULA, Halyna DUDYCH

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Does intellectual capital efficiency matter for banks’ performance and risk-taking behavior? by Changjun Zheng, Md Nazmul Islam, Najmul Hasan, Md. Abdul Halim

“…Data were analyzed through the use of the generalized method of moments (GMM) by Eviews-10. The pragmatic results demonstrate that IC efficiency (HCE), RCE and SCE have significant positive (negative) impacts both on the bank’s performance and risk-taking behavior, this finding is similar to resource-based theory. …”
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Shear Wave Velocity in Geoscience: Applications, Energy-Efficient Estimation Methods, and Challenges by Mitra Khalilidermani, Dariusz Knez, Mohammad Ahmad Mahmoudi Zamani

“…This study provides a critical review of these aspects, focusing on energy-efficient prediction techniques, including geophysical surveys, remote sensing, and artificial intelligence (AI). …”
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Indicators System Creation For The Energy Efficiency Benchmarking Of Municipal Power System Facilities by Davydenko L.V.

“…Benchmarking methodology allows carrying out the estimation of energy efficiency level on the base of a plurality of parameters without their generalization in one indicator, but requires ensuring their comparability. …”
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An Efficient Acoustic Metamaterial Design Approach Integrating Attention Mechanisms and Autoencoder Networks by Yangyang Chu, Yiping Liu, Bingke Wang, Zhifeng Zhang

“…The proposed network model provides a more efficient method for the design of metamaterials.…”
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COMPARATIVE EFFICIENCY OF HEAT-PUMPS APPLICATION IN LOW TEMPERATURE HEAT SUPPLY SYSTEMS by M. N. Chepurnoy, N. V. Resident

“…Nonetheless the transformation ratio enters the formulae designating the efficiency of HPP operation. The authors obtain a generalized formula for ascertainment of transformation ratio and suggest evaluating the operation efficiency of the heat-supply systems by means of indicators specifying relative gain in the exergy-efficiency factor, fuel savings and saving expenditures connected with fuel and utilities. …”
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Energy efficiency enhancement in two European data centers through CFD modeling by Onur Muhammed Sarikaya, Mustafa Kuzay, Ender Demirel, Simon Pommerencke Melgaard, Jesper Ellerbaek Nielsen, Rasmus Lund Jensen, Ariel Oleksiak, Wojciech Szeliga

“…The computational approach proposed here can be readily generalized to guide the efficiency assessment and improvement of existing data centers.…”
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Formation of Pension Savings from Pension Insurers: Comparative Analysis and Efficiency Assessment by I. V. Terentieva, A. V. Svistunov

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What were the spatial-temporal distributions of agricultural water resource efficiency in China? by Jianfang Wang, Hongxia Sheng, Hongxia Sheng, Guangming Yang, Guangming Yang, Darong Li, Darong Li, Yizhi Qin, Yizhi Qin, Changchun Zhou, Lijuan Zou

“…The findings are as follows: (1) From 2007 to 2021, the agricultural water resource utilization efficiency in China generally maintained a stable development trend, fluctuating around 0.8; (2) The spatiotemporal distribution of agricultural water resource utilization efficiency among provinces and municipalities exhibited non-agglomerative and imbalanced characteristics, with significant spatial disparities and weak interregional radiation effects; (3) From a spatial distribution standpoint, the agricultural gray water footprint demonstrated a pattern of “high in the west and low in the east,” accompanied by agglomeration effects; (4) From a regional perspective, the eastern region outperformed the central and western regions, with the central region exhibiting pronounced efficiency fluctuations and the western region persistently displaying low efficiency. …”
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Research on an efficient prediction for deformations of thread connections based on deep transfer learning by Zhao Liu, Zeyu Qi, Hao Lu, Yan Liu, Jintao Fan, Xuefeng Wang, Caishan Liu

“…TL is applied to leverage knowledge from the pre-trained model, improving prediction accuracy and generalization across bolt types. Latin Hypercube Sampling (LHS) is used to generate a sparse dataset for bolts with varying geometries and materials. …”
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Efficiency Calculation and Analysis of Green Economy Based on Improved Fixed Effects Model by Kaige Liu, Ze Fu, Yuxi Chai

“…The results showed that the model’s recall in the classification task was 0.9813, and the average area under the working characteristic curve of the subjects was 0.975, which was significantly better than the comparison algorithm; Multiple regression analysis indicted that capital stock had a remarkable negative influence on technical efficiency values, while energy consumption and financial agglomeration had a significant positive impact; Regions with per capita gross domestic product exceeding 60000 yuan, urbanization rate exceeding 60%, and tertiary industry proportion exceeding 50% generally had higher efficiency in green gross domestic product. …”
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Comparative Efficiency Study of Disinfection in Animal Facilities with Phyto-preparation and Virosan F by A. M. Khyl, S. B. Peredera

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Efficient and rapid identification of tropical maize inbred lines tolerant to waterlogging stress by Sittal Thapa, Tosh Garg, Rumesh Ranjan, Gagandeep Singh, Yogesh Vikal

“…These intensities of yield losses generally depend on the duration of WL and crop growth stages. …”
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Characterization and agronomic efficiency of natural and recovered phosphates in tropical soil with corrected acidity by Jéssica Franciele Kaminski Ramos, Bruno José Rodrigues Alves, Jorge Makhlouta Alonso, Paulo César Teixeira, Vinicius de Melo Benites

“…The efficiency of low-water-soluble phosphates in soils with corrected pH is generally related to their solubility in citric acid, except for ERCP, which exhibited high solubility but low performance. …”
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Beyond scale to efficiency: a dual-perspective framework for green finance in China by Ren Wang, Yicheng Duan, Danchen Li

“…Through temporal trend comparisons and spatial correlation analysis, the study finds: (1) The technical efficiency of China's green industries generally shows a steady upward trend in technical efficiency, while the allocation efficiency of green finance among and between industries shows an overall fluctuating upward trend; (2) The rate of convergence in allocation efficiency within the green finance industry across different regions is much faster than that between industries, suggesting that reallocation of financial resources among industries faces greater obstacles; (3) Inter-industry allocation efficiency of green finance exhibits a more significant positive spatial autocorrelation than within-industry allocation efficiency, elucidating the impact of local government's strategic interaction behavior on green finance development; and (4) The spatial correlation of inter-industry allocation efficiency in green finance is less than that of within-industry allocation efficiency, yet it is more closely associated with the technical efficiency of the green industry, signifying that local financial resource competition affects the efficiency of green finance development. …”
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OE-YOLO: An EfficientNet-Based YOLO Network for Rice Panicle Detection by Hongqing Wu, Maoxue Guan, Jiannan Chen, Yue Pan, Jiayu Zheng, Zichen Jin, Hai Li, Suiyan Tan

“…Second, the backbone network is redesigned with EfficientNetV2, leveraging its compound scaling strategy to balance multi-scale feature extraction and computational efficiency. …”
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Efficient Hotspot Detection in Solar Panels via Computer Vision and Machine Learning by Nayomi Fernando, Lasantha Seneviratne, Nisal Weerasinghe, Namal Rathnayake, Yukinobu Hoshino

“…It evaluates model training and inference times to assess effectiveness in resource-limited environments, aiming to balance accuracy, generalization, and efficiency. Using Unmanned Aerial Vehicle (UAV)-acquired thermal images from five datasets, the study compares five Machine Learning (ML) models and five Deep Learning (DL) models. …”
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Effect of electric field frequency on phytoremediation efficiency and properties of Cd-contaminated soil by Xiaolan Xu, Chuikang Zhou, Jiaqing Mei, Zhansheng Mao, Dan Liu, Zhengqian Ye, Xianzhi Fang

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Efficiency of adjustable few-stage filter compensating installations in AC traction network by L. A. German

“…The effectiveness of reducing power losses in the traction network when using FCI installation at a partition station is generally limited, firstly, by the fact that electric locomotive is distributed throughout the entire inter-substation zone and, secondly, electric locomotive current is distributed between the partitioning post and the traction substations, and therefore FCI can compensate for only part of the electric locomotive current. …”
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Regional disparities and influencing factors of health production efficiency: evidence from China by Hongwei Li, Ruixin Wang, Hongliang Wang

“…Results The findings show: (1) Health production efficiency is generally on the rise nationwide, with eight major economic zones experiencing an increase in provinces with high efficiency and a decrease in those with low efficiency, except for a downturn in 2020 caused by the pandemic. (2) The overall disparity in health production efficiency has been steadily narrowing. …”
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