Photocatalytic Reduction of CO2 to Methane on Pt/TiO2 Nanosheet Porous Film by Li Qiu-ye, Zong Lan-lan, Li Chen, Cao Yu-hui, Wang Xiao-dong, Yang Jian-jun

“…It was found that the loading of Pt expanded the light absorption ability of the porous film and improved the transformation efficiency of CO2 to methane. …”
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A Refinement Reconstruction Method for Indoor Structures Based on 3D Point Cloud Template Matching by B. Cai, S. Tang, W. Wang, L. Xie, X. Li, R. Guo

“…Extensive experimental validation confirms the effectiveness of the proposed method, demonstrating its ability to alleviate issues such as point cloud noise, data loss, and occlusions, thereby improving both reconstruction accuracy and efficiency. …”
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Comparative study of dynamic response by three types of energy storage systems for grid studies: A Microgrid Laboratory experimental-based study by Danny Ochoa-Correa, Edisson Villa-Ávila, Vinicio Iñiguez-Morán, Patricio Astudillo-Salinas

“…This is attributed to their ability to store surplus electricity generated by renewable energy sources such as wind and solar, contributing to the balance between generation and demand. …”
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Hierarchical reinforcement learning for enhancing stability and adaptability of hexapod robots in complex terrains by Shichang Huang, Zhihan Xiao, Minhua Zheng, Wen Shi

“…However, relying solely on DRL for control also has its drawbacks, such as slow convergence speed and low exploration efficiency. Moreover, although the CPG can produce rhythmic gaits, its control strategy is relatively singular, limiting the robot’s ability to adapt to complex terrains. …”
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Phosphogypsum induced electrochemical enhancement of pig manure fermentation: Multi-pathway resource utilization by Jinrong Zhang, Xinzhu Yi, Fenghui Wu, Song Xue, Mingquan Zhou, Xin Li, Hao Chen

“…The experimental results showed that when the addition of PG mass ratio was 1 %, it could significantly enhance the gas production efficiency of PM fermentation, increasing by about 16 % and methane content by 15.65 %. …”
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Genome editing in maize and sorghum: A comprehensive review of CRISPR/Cas9 and emerging technologies by Mercy Jocyline Namata, Jingyi Xu, Ephrem Habyarimana, Sudhakar Reddy Palakolanu, Lihua Wang, Jieqin Li

“…This jeopardizes food security due to an ever‐increasing population. The extreme efficiency of C4 crops as compared to C3 crops makes them incredibly significant in securing food safety. …”
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Sustainability of Audit Profession in Digital Technology Era: The Role of Competencies and Digital Technology Capabilities to Detect Fraud Risk by Fazlida Mohd Razali, Norhayati Sulaiman, Dewi Izzwi Abdul Manan, Jamaliah Said

“…Hence, there is a need to assess whether digital technology capability could strengthen the relationship between external auditors’ efficiency and competence in assessing fraud risks. …”
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Effects of magnesium fertilizer on photosystem Ⅱ chlorophyll fluorescence characteristics of functional leaves in maize by SU Zhong, CAO Min-jian, SHENG Yao-hui, JIANG Wen-chun, CHEN Zhi-bin

“…Therefore, the PS Ⅱ linear electron transfer efficiency could be promoted, and assimilatory ability could be increased, and light utilization efficiency could be enhanced under the magnesium fertilizer levels of 45-67.5 kg·hm^-2 in Shenyu 21 or 67.5-90 kg·hm^-2 in Dongdan 90.…”
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Research on Self-Diagnosis and Self-Healing Technologies for Intelligent Fiber Optic Sensing Networks by Ruiqi Zhang, Liang Fan, Dongzhu Lu

“…The results show that the average self-diagnosis time is 0.1257 s, and the self-healing time is 0.5364 s, validating the efficiency and practicality of the proposed method. …”
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Optimization method of task uninstallation in mobile edge computing environment combining improved deep Q-learning and transmission learning by Lihong Zhao, Shuqin Wang, Xiaomei Ding

“…Meanwhile, by introducing TL, the model can quickly transfer knowledge and achieve adaptive optimization of tasks in new environments, thereby improving the generalization ability and efficiency of the decision-making process. …”
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Building a Greener Future: How Earth Blocks Are Reshaping Sustainability and Circular Economy in Construction by Swati Sinha, Jayaraman Sethuraman Sudarsan

“…Earth blocks also contribute to sustainability through their thermal performance, which can enhance energy efficiency in buildings by naturally regulating indoor temperatures. …”
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From Profit to Preservation: A Review of Digital Technology Enabling Sustainable Prefabricated Building Supply Chain Management by Yuelin Wang, Hongyang Li, Kaicheng Shen, Su Yang

“…Prefabricated Construction (PC), with their advantages of having a high efficiency and being energy-saving, can help improve the above problems and promote the sustainable development of the construction industry. …”
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Optimization of a company’s capital structure based on the criterion of minimizing the level of financial risk by Hanna Filatova, Viktoriya Kulyk, Olena Kravchenko

“…The study results can be helpful for financial managers, analysts, and investors seeking to improve the efficiency of capital management and reduce the impact of external and internal risks on the financial condition of companies.…”
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A nanocellulose from sugarcane bagasse as a template for nickel oxide nanoparticles for removal of organic dyes from aqueous solution by Kedir Seid Mohammed, Minaleshewa Atlabachew, Biniyam Abdu, Ali Ahmed Desalew

“…After five reuse cycles, high removal efficiency was noted, demonstrating the composite’s remarkable stability and reusability. …”
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XGBoost based enhanced predictive model for handling missing input parameters: A case study on gas turbine by Nagoor Basha Shaik, Kittiphong Jongkittinarukorn, Kishore Bingi

“…The model is built to anticipate the gas turbine's Energy Yield (EY) output, optimize energy production efficiency, improve maintenance schedules, and enable operational decision-making within the power plant. …”
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Feature Augmentation of Classifiers Using Learning Time Series Shapelets Transformation for Night Setback Classification of District Heating Substations by Fan Zhang, Chris Bales, Hasan Fleyeh

“…District heating systems that distribute heat through pipelines to residential and commercial buildings have been widely used in Northern Europe, and according to the latest study, district heating shares the most heat supply market in Sweden. Therefore, energy efficiency of district heating systems is of great interest to energy stakeholders. …”
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Attention-driven echo cancellation: A novel transformer-based approach for robust acoustic echo and noise cancellation by Soni Ishwarya V, Mohanaprasad K

“…Its simplicity and efficiency characterize the proposed model. The model simplifies the architecture by relying solely on scaled dot product operations while enhancing efficiency. …”
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Light Energy Driven Nanocommunications With FRET in Photosynthetic Systems by Aleksandra Orzechowska, Joanna Fiedor, Pawel Kulakowski

“…The first experiment aims at the description of the photosystem II including calculation of the energy transfer efficiency between carotenoids and chlorophylls. In the second one, the photochemical efficiency is estimated, showing how effective the chlorophylls are in further energy processing. …”
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Propuesta de un modelo matemático para la optimización de la producción. Una aplicación en la industria ladrillera de San José Cúcuta by Jorge Andrés Silva Manchego, Wlamyr Palacios Alvarado, Álvaro Junior Caicedo Rolón

“…The application of these results is modeled using a FlexSim academic-licensed simulator, which provides the opportunity to adopt a comprehensive approach focused on improvement and efficiency in terms of the ability to meet the needs of the ceramics sector. …”
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Task Allocation Method for Emergency Active Debris Removal Based on the Fast Elitist Non-Dominated Sorting Genetic Algorithm by Hao Lei, Xiang Zhang, Wenhe Liao, Guoning Wei, Shuhui Fan

“…The algorithm is designed to enable the satellite swarm to execute multiple coupled tasks in succession with improved optimization efficiency. An arbitrary execution order may result in deadlock, where one or more satellites become trapped in an infinite waiting loop. …”
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