Energy consumption analysis and prediction in exercise training based on accelerometer sensors and deep learning by Zhangjian Guo, Tongling Wang, Shuxun Chi, Li Huang

“…Further analysis shows that the optimized model achieves a correlation of 0.829 between overall magnitude and energy consumption, validating its ability to capture complex motion features. Therefore, this study provides an efficient, accurate, and highly adaptable solution for the field of energy consumption prediction in exercise, contributing to research on intelligent motion monitoring, health management, and personalized training program development.…”
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Transmission of Flower Traits and Fertility in Black Rose x Hybrid Tea Rose Cross Combination by Tuğba Kılıç, Soner Kazaz

“…Considering the overall efficiency of rose breeding programs, the findings demonstrate the promising fertility of the Black rose and its relative success in forming efficient combinations with hybrid tea roses. …”
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Exhaust manifold performance enhancement using nano fluids a design and CFD investigation for four stroke petrol engines by R. Ramesh Kumar, K. Karthik, P. V. Elumalai, Nambiraj Masilamani, A. Saikumar, Aschalew Cherie

“…This approach makes the design process more efficient and vibrational sources less powerful. Besides, petrol engines using Nano fluids have been reported to perform better. …”
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The Impact of Diet on Performance in Endurance Sports - Literature Review by Aleksandra Broda, Kacper Hoksa, Ewa Dubniewicz, Paula Majewska, Alicja Staszek, Wiktoria Łoskot, Jan Szwech, Mateusz Matczak, Karol Jasiński, Krzysztof Jodłowski

“…Current Knowledge: Athletic performance is the body's ability to perform physical exertion for an extended period without excessive fatigue while maintaining adequate efficiency. …”
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Relationship between Management Potential and Cognitive Characteristics of Managers of Different Government Levels by Yu. K. Barkova, E. V. Selezneva, Yu. V. Sinyagin

“…The article deals with leading role of managers in improving the efficiency and effectiveness of management in all spheres of social life. …”
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Modification of the Multi-Stage Treatment (Anaerobic- Anoxic- Oxic) by Adding Almond Shells as Biological Carriers by Raghad Alshalabi, Rasin Zakieh, Naeima Ajib

“…In the second group: All bioreactors were filled with packing up to 7% on a volume basis for each tank. The efficiency of the two groups was compared by analyzing the removal efficiencies of COD, SS, NH4+-N, PO4-3. …”
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ROLE OF MAIN ACTIVITIES IN FORMATION OF THE CAPITAL OF AN ENTERPRISE, THEIR EVALUATION AND CONTROL by O. H. Chyrva, T. A. Demchenko, L. E. Kovalev, S. O. Mykhailovyna

“…It is proved that certain rates of development and increase of production efficiency at Ukrainian enterprises are possible provided the intensification of reproduction and better use of existing fixed assets of the enterprise, finding internal reserves for the growth of production efficiency, such as optimization of the structure of assets and the number of employees. …”
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SYNTHESIS AND ANTIMICROBIAL PROPERTIES OF 8-BENZYLIDENHYDRAZINO-1-n-PROPYLTHEOBROMINES by D. G. Ivanchenko, M. I. Romanenko, T. A. Sharapova, K. V. Aleksandrova, A. M. Kamyshny, N. M. Polishchuk

“…Despite the wide application of brand-new instruments, continuous improvements in surgical treatment and application of up-to-date antiseptics and disinfectants within the last decade,a risk of infectious complications inhip and knee jointsendoprosthesis replacementstill remains.The most efficient results in post-surgery implant-related infection (IRI) treatment are attained when combining surgical interference with long-term etiotropic therapy, its efficiency being evaluated via balanced selection of antimicrobialagents. …”
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Attribute-based encryption scheme supporting attribute revocation in cloud storage environment by Lei SUN, Zhiyuan ZHAO, Jianhua WANG, Zhiqiang ZHU

“…Attribute-based encryption (ABE) scheme is widely used in the cloud storage due to its fine-grained access control.Each attribute in ABE may be shared by multiple users at the same time.Therefore,how to achieve attribute-level user revocation is currently facing an important challenge.Through research,it has been found that some attribute-level user revocation schemes currently can’t resist the collusion attack between the revoked user and the existing user.To solve this problem,an attribute-based encryption scheme that supported the immediate attribute revocation was proposed.The scheme could achieve attribute-level user revocation and could effectively resist collusion attacks between the revoked users and the existing users.At the same time,this scheme outsourced complex decryption calculations to cloud service providers with powerful computing ability,which reduced the computational burden of the data user.The scheme was proved secure based on computational Diffie-Hellman assumption in the standard model.Finally,the functionality and efficiency of the proposed scheme were analyzed and verified.The experimental results show that the proposed scheme can safely implement attribute-level user revocation and has the ability to quickly decrypt,which greatly improves the system efficiency.…”
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Dissolving microneedle patch loaded with adipokines-enriched adipose extract relieves atopic dermatitis in mouse via modulating immune disorders, microbiota imbalance, and skin bar... by Jingyan Guan, Kaiqi Chen, Feng Lu, Yunfan He

“…ACF-MN exhibited excellent penetration ability, biocompatibility, degradation efficiency, and satisfying efficacy on murine AD similar with fresh-made ACF. …”
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Optimizing fatty acids composition in meat-like tissue derived from myogenic conversion of pig fibroblasts by Pengxiang Zhao, Jianqi Lv, Wei Gu, Hao Mi, Haiying Cui, Lei Chen, Alexander Kurdeko, Heng Wang

“…The muscle cells were efficiently derived from the fibroblasts overexpressing MyoD and the subsequent lipid deposition into the muscle was achieved by supplementing with a lipogenic inducer composed of olive oil and soybean lecithin. …”
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Carbon-Enhanced Photocatalysts with Dopamine Electronic Bridge Enriched in Adjustable Adsorption and Visible-Light Degradation for Multitasking Water Remediation by Yanchen Zhu, Peng Fu, Linli Qin, Kun Liu, Junhao Li, Hao Ren, Xin Wang

“…Benefiting from the synergy of dopamine and carbon enhancement, the electron migration ability of composites enabled the heightened visible-light catalysis activities, and the efficient visible-light degradation (96.5%) for various dye pollutants was achieved. …”
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Detection of real-time fluorescence quantitative polymerase chain reaction for colonization of Bacillus amyloliquefaciens and Trametes versicolor in Juglans sigllata Dode rhizosphe... by Zheng Lei, Zhang Jing, Peng Yan, Ma Wenjian, Zhu Tianhui

“…When the colonization was stabilized, the content of B. amyloliquefaciens had no significant difference compared with the control, while the content of T. versicolor was significant between the two treatments.All above indicate that the biocontrol efficiency and the colonization ability of B. amyloliquefaciens are superior than T. versicolor. …”
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Vanadium Stress-Driven Microbial Acclimation Enhances Biological Denitrification in Recycling of Vanadium-Containing Industrial Wastewater by Yihuan She, Yimin Zhang, Qiushi Zheng, Zhenlei Cai, Yue Wang, Nannan Xue

“…Recirculation in vanadium mining enhances resource efficiency but risks ammonia nitrogen (NH₃-N) accumulation, severely compromising leaching yields. …”
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Photovoltaic Farm Power Generation Forecast Using Photovoltaic Battery Model with Machine Learning Capabilities by Agboola Benjamin Alao, Olatunji Matthew Adeyanju, Manohar Chamana, Stephen Bayne, Argenis Bilbao

“…Microgrids integrating PV face challenges such as solar irradiance variability, temperature fluctuations, and intermittent generation, which impact grid stability and battery storage efficiency. Existing models often lack predictive accuracy, computational efficiency, and adaptability to changing environmental conditions. …”
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Lipid-Polymer Hybrid Nanoparticles as a Smart Drug Delivery System for Peptide/Protein Delivery by Alharith A. A. Hassan, Eslam Ramadan, Katalin Kristó, Géza Regdon, Tamás Sovány

“…Liposomes and other lipid-based nanocarriers show excellent biocompatibility and the ability to encapsulate hydrophobic and hydrophilic drugs; however, they often suffer from poor structural stability, premature leakage of the loaded drugs, and poor encapsulation efficiency for macromolecular peptides and proteins. …”
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Blockchain Technology and Social Policy Transformation: A Critical Examination and Recommendations by Nurten Ebru Özdemir, Gökçe Cerev, Doğa Başar Sarıipek, Salih Tosun

“…In an era prioritising citizenship ties, the importance of financial stability and efficiency has never been greater, necessitating the formulation of precise needs-based social protection policies. …”
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CSA-Net: Complex Scenarios Adaptive Network for Building Extraction for Remote Sensing Images by Dongjie Yang, Xianjun Gao, Yuanwei Yang, Minghan Jiang, Kangliang Guo, Bo Liu, Shaohua Li, Shengyan Yu

“…The information can be shared through efficient interaction among features, and irrelevant backgrounds can be suppressed. …”
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Single-Scene SAR Image Data Augmentation Based on SBR and GAN for Target Recognition by Shangchen Feng, Xikai Fu, Yanlin Feng, Xiaolei Lv

“…Hence, it is essential to integrate physics-based simulation techniques into GANs to enhance the generalization ability of the imaging parameters. In this paper, we present the SingleScene-SAR Simulator, an efficient framework for SAR image simulation that operates under limited real SAR data. …”
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Study on Fault Diagnosis Method of Bearing based on Shuffled Frog Leaping Algorithm to Optimize the BP Neural Network by Wang Yu, Wei Xiuye

“…Based on the background of rolling bearing fault diagnosis,taking the JZQ250 type transfer-box as test object,the shuffled frog leaping algorithm（ SFLA） is combined with back propagation（ BP） neural network,by using the efficient computing performance and the excellent ability of global optimization of shuffled frog leaping algorithm,the network structure of BP neural network is optimized. …”
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