Multidimensional Analysis of Technological Innovation Efficiency in New Energy Vehicles: Industrial Chain Heterogeneity and Key Drivers by Yawei Xue, Yuchen Lu, Zhongshuai Wang

“…As the world accelerates efforts to combat climate change and transition toward a green, low-carbon economy, the new energy vehicle (NEV) industry has become a key driver of carbon reduction. Its ability to innovate efficiently is critical to long-term sustainable development. …”
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Efficient Real-Time Object Detection and Classification Using mmWave Radar and Jetson Xavier NX by Mohamed Lamane, Abdessamad Klilou, Mohamed Tabaa

“…This system has been tested in a wide range of real-life conditions, validating its robustness and ability to operate in a variety of environments. The results obtained show that the proposed implementation delivers good real-time inference performance with optimized power consumption.…”
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EADRL: Efficiency-aware adaptive deep reinforcement learning for dynamic task scheduling in edge-cloud environments by J. Anand, B. Karthikeyan

“…Through these adaptive mechanisms, the EADRL framework fosters resilience and efficiency in task placement across distributed edge and cloud nodes. …”
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Recent Advances in TiO₂-Based Photocatalysts for Efficient Water Splitting to Hydrogen by Muhammad Nisar, Niqab Khan, Muhammad I. Qadir, Zeban Shah

“…These techniques have shown incredible enhancement in visible light absorption and improved photocatalytic activity due to their ability to lower the bandgap of pure TiO₂ semiconductors. …”
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Increasing the Energy Efficiency of Blast-Furnace Smelting by Choosing Rational Parameters for Loading a Multicomponent Charge by Ivancha N.G., Muraviova I.G., Vishniakov V.I., Shcherbachov V.R., Ermolina K.P.

“…The purpose of this study was to develop a calculation tool for researchers and technologists - metallurgists, providing the ability to quickly assess the distribution of charge materials in a blast furnace when it is loaded with a multicomponent charge. …”
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Artificial Intelligence Optimization for User Prediction and Efficient Energy Distribution in Electric Vehicle Smart Charging Systems by Siow Jat Shern, Md Tanjil Sarker, Mohammed Hussein Saleh Mohammed Haram, Gobbi Ramasamy, Siva Priya Thiagarajah, Fahmid Al Farid

“…Results from the XGBoost model reduced prediction error by 15% compared to other models, significantly improving the station’s ability to meet user demand efficiently. The proposed AI framework enhances charging station operations, supports grid stability, and promotes sustainability in the context of increasing EV adoption.…”
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Increasing the Efficiency of Detailed Soil Resource Mapping on Transitional Volcanic Landforms Using a Geomorphometric Approach by Ahmad Priyo Sambodo, Tanwa Arpornthip

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A Novel, Self-Adaptive, Multiclass Priority Algorithm with VM Clustering for Efficient Cloud Resource Allocation by Hicham Ben Alla, Said Ben Alla, Abdellah Ezzati, Abdellah Touhafi

“…However, traditional scheduling algorithms often lack the ability to differentiate between tasks with varying levels of importance. …”
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Transforming Chiller Plant Efficiency with SC+BAS: Case Study in a Hong Kong Shopping Mall by Fong Ming-Lun Alan, Li Baonan Nelson

“…The imperative for building managers, in the face of high-density urban environments, is to drive existing chiller plants to greater operational efficiency through the application of advanced technological interventions. …”
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High-efficiency PPy@MoS2 Core-Shell Heterostructure Photocatalysts for enhanced pollutant degradation activity by Yizhou Yang, Longlong Wei, Shengdi Luo, Xudong Yang

“…Moreover, the PPy@MoS2 structure exhibits high photoactivity in degrading methylene blue (MB), reaching a decomposition efficiency of 99.3 %. And after being recycled and reused 5 times, its catalytic effect is still not less than 99.3 %. …”
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Advancements in green extraction technologies for pectin enhancing efficiency, sustainability, and functional properties: a systematic review by R. J. Mapartida Yapias, F. Ore Areche, J. P. Echevarria Victorio, J. Paucarchuco Soto, G. R. Lobato Calderon, E. R. Palomino Santos, J. M. Montalvo Otivo, C. Flores-Miranda, A. Ruiz Rodriguez

“…Abstract Plants produce pectin as a versatile biopolymer stemming from their cell walls where it shows importance in food together with pharmaceuticals and cosmetics because of its gel-forming ability and thickening and stabilizing traits. The extraction techniques for pectin traditionally demand high amounts of power alongside hazardous solvents while needing extended processing durations. …”
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The efficient prediction of inflammatory osteolysis caused by polylactic acid through network toxicology and molecular docking strategy by Zichen Cui, Tian He, Shuo Zhang

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The efficiency of trimethylamon iodide as a corrosion inhibitor for welded joint of duplex stainless steel UNS S31803 by Lucas Menezes de Souza, Elaine Cristina Pereira, Lioudmila Matlakhova, Sergio N. Monteiro, Afonso R.G. Azevedo

“…This article studied the efficiency of the (3-indolimethyl) trimethylammonium iodide (DIMTI) ionic liquid, as a corrosion inhibitor in 1 M solution of hydrochloric acid (HCl) for UNS S31803 duplex stainless steel welded, and heat treated. …”
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Highly efficient and stable ethanol electrosynthesis from carbon dioxide at −250 mA cm−2 by Hong Liu, Yu Yu, Ye Bai, Yingchen Yang, Yaoxuan Wang, Woyuan Li, Longhua Li, Jinhui Hao, Weidong Shi

“…However, the limited selectivity for C2H5OH and the uncontrollable changes in active sites during reaction process restrict the ability of catalyst to achieve stable and efficient CO2RR to C2H5OH at industrial current density. …”
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FLE-YOLO: A Faster, Lighter, and More Efficient Strategy for Autonomous Tower Crane Hook Detection by Xin Hu, Xiyu Wang, Yashu Chang, Jian Xiao, Hongliang Cheng, Firdaousse Abdelhad

“…Lastly, the Dyhead module is employed in the head section to unify multiple attention operations, improve the ability to resist interference from small objects and complex backgrounds. …”
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Design and hydrodynamic performance of low head propeller hydro turbine for wide range high efficiency operation by Thaithat Sudsuansee, Suwat Phitaksurachai, Rudklao Pan-Aram, Noppong Sritrakul, Yodchai Tiaple

“…The primary aim of this investigation is to examine the design and hydrodynamic efficiency of a low head propeller hydro turbine tailored for efficient functionality within a diverse range of water head conditions, ranging from 3 to 11 m By employing sophisticated computational fluid dynamics (CFD) simulations and meticulous experimentation, the study endeavors to enhance the design parameters of the propeller hydro turbine to ensure peak efficiency and dependability. …”
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The combination of nitrogen fertilizers and EDDS enhances remediation efficiency of Bidens pilosa L. in Cd-contaminated soils by Yinping Chen, Bo Cao, Yuzhi Lu, Yan Zheng, Yong Sun, Qian Li, Qiaoling Yuan, Xiaolan Zhang

“…Abstract Biodegradable chelating agents and nitrogen (N) fertilizers are widely used for the remediation of heavy metal-contaminated soils due to their ability to promote plant growth, enhance metal mobility and facilitate plant uptake. …”
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Efficient Detection of Mind Wandering During Reading Aloud Using Blinks, Pitch Frequency, and Reading Rate by Amir Rabinovitch, Eden Ben Baruch, Maor Siton, Nuphar Avital, Menahem Yeari, Dror Malka

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Toward Efficient UAV-Based Small Object Detection: A Lightweight Network with Enhanced Feature Fusion by Xingyu Di, Kangning Cui, Rui-Feng Wang

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WCANet: An Efficient and Lightweight Weight Coordinated Adaptive Detection Network for UAV Inspection of Transmission Line Accessories by Jiawei Chen, Pengfei Shi, Mengyao Xu, Yuanxue Xin, Xinnan Fan, Jinbo Zhang

“…To alleviate the above problems, we propose an innovative Weight Coordinated Adaptive Network (WCANet) in this paper, aiming to improve the efficiency and accuracy of high-voltage transmission accessories detection. …”
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