Efficiency of “Neo inulin” in the complex treatment of patients with type 2 diabetes by E. V. Katamanova, P. V. Kazakova, I. V. Kudaeva, A. N. Kuks, O. V. Ushakova

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Quantifying variation of non-point source pollution and its impact factors: A study of Nansi Lake Basin. by Jiachen Liu, Yuan Tian, Rongqiang Ma, Wenhui Xie, Dongchao Wang, Luoan Yang, Xinyu Wang, Le Yin, Baolei Zhang

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Energy Efficient RANSAC Algorithm for Flat Surface Detection in Point Clouds by Anatoliy Zhuchenko, Oleksiy Kuchkin, Artem Sazonov, Danylo Zghurskyi

“…In this work, many variations of the random sample consensus (RANSAC) method are analyzed for objects defined by a mathematical model of an analytical form. …”
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Efficient preparation of the AKLT State with Measurement-based Imaginary Time Evolution by Tianqi Chen, Tim Byrnes

“…We show that the procedure is compatible with qubit-based simulators, and show that using a variational quantum algorithm for circuit recompilation, the measurement operator required for MITE can be well approximated by a circuit with a much shallower circuit depth compared with the one obtained using the default Qiskit method.…”
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Evaluating Variational Quantum Eigensolver Approaches for Simplified Models of Molecular Systems: A Case Study on Protocatechuic Acid by Gleydson Fernandes de Jesus, Erico Souza Teixeira, Lucas Queiroz Galvão, Maria Heloísa Fraga da Silva, Mauro Queiroz Nooblath Neto, Bruno Oziel Fernandez, Amanda Marques de Lima, Eivson Darlivam Rodrigues de Aguiar Silva, Clebson dos Santos Cruz

“…Subsequently, all VQE results were compared to those obtained with the CISD and FCI methods. The results demonstrate that Ansatzes, like Unitary Coupled Cluster Singles and Doubles (UCCSD) and variations of Hardware-Efficient Ansatzes, generally achieve accuracy close to that of FCI. …”
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Modelling of compositional gradient for reservoir fluid in a gas condensate deposit with account for scattered liquid hydrocarbons by Ekaterina V. Kusochkova, Ilya M. Indrupskii, Dmitrii V. Surnachev, Yuliya V. Alekseeva, Aleksandr N. Drozdov

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Estimation of inelastic skeletal storativity based on SAR-derived land subsidence and groundwater variation in Beijing Plain, China by Chenxia Li, Yanbing Wang, Jie Yu, Huili Gong, Xiaojuan Li, Xiyue Yang, Haowen Cheng, Xiaohuan Li, Kemiao Shao

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Efficient Algorithm for the Nonadditive Traffic Assignment Problem With Link Capacity Constraints by Wangxin Hu, Zhongxiang Huang, Shihao Cao

“…Despite the increasing significance of the CNaTAP, the ability to efficiently solve it for satisfactory accuracy in practical applications remains inadequate. …”
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Filamentary Convolution for SLI: A Brain-Inspired Approach with High Efficiency by Boyuan Zhang, Xibang Yang, Tong Xie, Shuyuan Zhu, Bing Zeng

“…This method addresses aliasing limitations while maintaining computational efficiency in SLI systems.…”
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Variation within and between digital pathology and light microscopy for the diagnosis of histopathology slides: blinded crossover comparison study by David RJ Snead, Ayesha S Azam, Jenny Thirlwall, Peter Kimani, Louise Hiller, Adam Bickers, Clinton Boyd, David Boyle, David Clark, Ian Ellis, Kishore Gopalakrishnan, Mohammad Ilyas, Paul Kelly, Maurice Loughrey, Desley Neil, Emad Rakha, Ian SD Roberts, Shatrughan Sah, Maria Soares, YeeWah Tsang, Manuel Salto-Tellez, Helen Higgins, Donna Howe, Abigail Takyi, Yan Chen, Agnieszka Ignatowicz, Jason Madan, Henry Nwankwo, George Partridge, Janet Dunn

“…Main outcome Intra-pathologist variation between reports issued on digital pathology and light microscopy, inter-pathologist variation against ground-truth diagnosis using light microscopy and digital pathology. …”
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Efficient Classification and Rapid Processing of Big Data in Power Distribution Networks by Luan Ning, Cheng Li, Wang Dingji, Wang Shuaimei

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PEYOLO a perception efficient network for multiscale surface defects detection by Xun Li, Yuzhen Zhao, Xiangke Jiao, Qingzhe Meng, Zhun Guo, Ruijuan Yao, Yaqiao Yang, Baoxi Yuan

“…The proposed method is evaluated on three public steel defect datasets: NEU-DET, GC10-DET, and Severstal. …”
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CTDA: an accurate and efficient cherry tomato detection algorithm in complex environments by Zhi Liang, Caihong Zhang, Zhonglong Lin, Guoqiang Wang, Xiaojuan Li, Xiangjun Zou

“…To ensure accuracy and efficiency in detecting cherry tomatoes in complex environments, the study proposes a precise, realtime, and robust target detection algorithm: the CTDA model, to support robotic harvesting operations in unstructured environments.MethodsThe model, based on YOLOv8, introduces a lightweight downsampling method to restructure the backbone network, incorporating adaptive weights and receptive field spatial characteristics to ensure that low-dimensional small target features are not completely lost. …”
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Model predictive control for energy efficient AC motor drives: An overview by Muhammad Bilal Shahid, Weidong Jin, Muhammad Abbas Abbasi, Abdul Rashid Bin Husain, Hafiz Mudassir Munir, Mannan Hassan, Aymen Flah, Ahmed Saad Eddine Souissi, Thamer A. H. Alghamdi

“…However, with advent of high speed and cheaper signal processors and development of efficient algorithms, MPC is rapidly becoming the control method of choice for energy‐efficient drive control.…”
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Optimizing fully-efficient two-stage models for genomic selection using open-source software by Javier Fernández-González, Julio Isidro y Sánchez

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Heterogeneous attention multi-scale network for efficient weld seam classification by Enpei Guo, Feixu Chen

“…Notably, HAMS-Net maintains robust performance across varying industrial conditions while requiring fewer computational resources than existing methods. These results establish HAMS-Net as a practical solution for industrial weld classification, offering both improved accuracy and operational efficiency.…”
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Regional disparities and dynamic evolution of suicide prevention and intervention efficiency in Japan by Yin Tang

“…The research aims to identify spatial disparities and dynamic evaluation in SPI efficiency, providing actionable insights for policymakers.MethodsWe employed a three-stage Modified Slacks-Based Measure of Super Efficiency to evaluate the SPI implementation efficiency of prefectural governments. …”
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Biochemical properties of lactic acid bacteria for efficient silage production: an update by Muhammad Faheem Akhtar, Chai Wenqiong, Muhammad Umar, Wang Changfa

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An Efficient and Cost-Effective Power Scheduling in Zero-Emission Ferry Ships by Armin Letafat, Mehdi Rafiei, Masoud Ardeshiri, Morteza Sheikh, Mohsen Banaei, Jalil Boudjadar, Mohammad Hassan Khooban

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Lightweight and efficient skeleton-based sports activity recognition with ASTM-Net. by Bin Wu, Mei Xue, Ying Jia, Ning Zhang, GuoJin Zhao, XiuPing Wang, Chunlei Zhang

“…Skeletal data has emerged as a robust modality for HAR, overcoming challenges such as noisy backgrounds and lighting variations. However, current Graph Convolutional Network (GCNN)-based methods for skeletal activity recognition face two key limitations: (1) they fail to capture dynamic changes in node affinities induced by movements, and (2) they overlook the interplay between spatial and temporal information critical for recognizing complex actions. …”
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