Simplifying Field Traversing Efficiency Estimation Using Machine Learning and Geometric Field Indices by Gavriela Asiminari, Lefteris Benos, Dimitrios Kateris, Patrizia Busato, Charisios Achillas, Claus Grøn Sørensen, Simon Pearson, Dionysis Bochtis

“…This study aimed to simplify field efficiency estimation by training machine learning regression algorithms on data generated from a farm management information system covering a combination of different field areas and shapes, working patterns, and machine-related parameters. …”
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Efficient separation of emulsified oily wastewater using chitosan-based hydrophobic magnetic flocculant by Yongzhi Liu, Dou Wang, Qun Wang, Cheng Li, Jian Song, Huili Fang

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On the issue of increasing operational energy efficiency of eight-axle passenger DC electric locomotives by I. N. Nikonchuk

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Efficiency of medical and physical rehabilitation in patients who suffered from cerebral ischemic stroke by O. A. Koziolkin, S. O. Miedviedkova, L. O. Shevchenko, І. М. Liakhova, S. M. Malakhovа, O. O. Lisova, О. O. Cherepok

“…The purpose is to increase the efficiency of medical and physical rehabilitation in patients who suffered from cerebral ischemic stroke (CIS) with the help of differentiated use of rehabilitation measures depending on the severity of neurological disorders and comorbid states. …”
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A Comparative Study and Machine Learning Enabled Efficient Classification for Multispectral Data in Agriculture by Priyanka Gupta, Shruti Kanga, Varun Narayan Mishra

“…The aim is to explore the Google Earth Engine’s efficiency (GEE) when classification different crops using multi- spectral datasets of Sentinel 2 MSI and Landsat 8 OLI satellites for crop mapping of Mathura district of Uttar Pradesh, India. …”
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Efficiency of Vivianite from Water Purification Depending on Its Mixing with Superphosphate and Application Method by Tolulope Ayeyemi, Ramiro Recena, Ana María García-López, José Manuel Quintero, María Carmen del Campillo, Antonio Delgado

“…Thus, increased P use efficiency could be achieved with mixtures of vivianite and superphosphate. …”
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Experimental investigation of energy conversion efficiency using nanofluids in mini-channel heat exchanger by Murat Ünverdi, Hasan Küçük

“…These methods must also increase energy conversion efficiency (ECE) between required pumping power (PP) and transferred thermal power (TP). …”
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Reinforcement learning based route optimization model to enhance energy efficiency in internet of vehicles by Quadeer Hussain, Ahmad Shukri Mohd Noor, Muhammad Mukhtar Qureshi, Jianqiang Li, Atta-ur Rahman, Aghiad Bakry, Tariq Mahmood, Amjad Rehman

“…The simulation results highlight the effectiveness of our model in achieving energy-efficient routing while maintaining network performance under different scenarios. …”
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Simulation Modeling of Energy Efficiency of Electric Dump Truck Use Depending on the Operating Cycle by Aleksey F. Pryalukhin, Boris V. Malozyomov, Nikita V. Martyushev, Yuliia V. Daus, Vladimir Y. Konyukhov, Tatiana A. Oparina, Ruslan G. Dubrovin

“…The analysis of energy efficiency and the regenerative braking system reveals low efficiency of regeneration when lifting the load from the quarry. …”
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Febuxostat efficiently reduces the progression of chronic kidney disease in asymptomatic hyperuricemia: an interventional study by Showkat Azad, Pradip Kumar Dutta, Md Nurul Huda, Mohammad Abdul Kader, Biplob Kumar Barua, Mohammad Shawkat Ali, Maria Mehjabin Akhi, Mishu Rahman, Jannatul Efte Ekra, Md. Sujan Islam, Sadia Afrin, Mohammed Mehadi Hassan Chowdhury, Subodh Kumar Sarkar, Ashekul Islam

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Optimized non-toxic double absorber perovskite solar cell with efficiency beyond 33% by Sheikh Hasib Cheragee, Jannatul Afroj Akhi, Mishion Dev, Md. Mahfuzul Haque, Md. Alomgir Kabir, Tamim Hossain, Mohammad Tahsin Alam, Mohammad Jahangir Alam

“…Following current matching by adjusting the thickness of perovskite absorbers with different bandgaps, the perovskite/perovskite double absorber devices achieved an efficiency of 33.71 %, with an open circuit voltage (Voc) of 0.9171 V and short circuit current density (Jsc) of 43.83 mA/cm2.…”
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EFINet: Efficient Feature Interaction Network for Real-Time RGB-D Semantic Segmentation by Zhe Yang, Baozhong Mu, Mingxun Wang, Xin Wang, Jie Xu, Baolu Yang, Cheng Yang, Hong Li, Rongqi Lv

“…It requires models to balance computational cost and performance by employing more efficient mechanisms to effectively recognize differences in RGB-D multimodal information, retain complementary information, and reduce redundancies. …”
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MSF-GhostNet: Computationally Efficient YOLO for Detecting Drones in Low-Light Conditions by Maham Misbah, Misha Urooj Khan, Zeeshan Kaleem, Ali Muqaibel, Muhamad Zeshan Alam, Ran Liu, Chau Yuen

“…We also integrated autoanchor and batch size mechanisms to ensure efficient model training and avoid overfitting. Our proposed model showed 1.25% fewer false positives than the state-of-the-art GhostNet-YOLOv5 model. …”
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Combined membrane aeration and filtration for energy- and space-efficient COD removal in water reuse by Marijn J. Timmer, Maria Inês Vaz, Jolien De Paepe, Iris Jiaqi De Corte, Marina E. Perdigão, Adrie J.J. Straathof, Tim Van Winckel, Siegfried E. Vlaeminck

“…This study investigates a novel membrane-aerated MBR (MA-MBR) that integrates membrane aeration and filtration to reduce energy consumption and system footprint, enabling resource-efficient non-potable reuse. The MA-MBR treated greywater for domestic reuse and achieved stable chemical oxygen demand (COD) removal efficiencies up to 95 % at high loading rates (up to 4 g L⁻¹ d⁻¹) and produced effluent with biological oxygen demand (BOD₅) values below 5 mg L⁻¹, meeting stringent reuse standards. …”
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Efficiently optimized multi-fillers for rain gardens: Long-term pollution control performance by Tianyin Huang, Zhixin Wang, Yiming Nie, Hanhan Liu, Peirong Li, Jingjing Yang, Bingdang Wu

“…To address this issue, this study employs the Analytic Hierarchy Process (AHP) to systematically evaluate 11 types of fillers, including 5 natural materials, 3 industrial wastes, and 3 artificial materials, aiming to optimize filler configurations and enhance the pollutant removal efficiency of rain gardens. The results demonstrate that steel slag, coconut shell biochar, green zeolite, and fly ash ceramic granules exhibit superior performance in purifying both simulated and actual runoff. …”
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The efficiency of long-term straw return to sequester organic carbon in Northeast China's cropland by Shi-chao WANG, Ya-wen ZHAO, Jin-zhou WANG, Ping ZHU, Xian CUI, Xiao-zeng HAN, Ming-gang XU, Chang-ai LU

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An efficient and resilient energy management strategy for hybrid microgrids inspired by the honey badger's behavior by Ahmed A. Shaier, Mahmoud M. Elymany, Mohamed A. Enany, Nadia A. Elsonbaty, Marwa M. Tharwat, Marwa M. Ahmed

“…The honey badger algorithm (HBA) proved its cost-effectiveness and efficiency by achieving the lowest overall operating cost and the highest efficiency of 95.893 %. …”
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Anhydrous microwave synthesis as efficient method for obtaining model advanced glycation end-products by Agnieszka Bronowicka-Szydełko, Katarzyna Madziarska, Aleksandra Kuzan, Łukasz Lewandowski, Joanna Adamiec-Mroczek, Jadwiga Pietkiewicz, Maciej Tota, Maciej Ziomek, Wojciech Stach, Tymoteusz Trocha, Marcin Piersiak, Maciej Pachana, Zuzanna Galińska, Andrzej Korpacki, Olgierd Dróżdż, Janusz Matuszyk, Małgorzata Mitkiewicz, Andrzej Gamian, Kinga Gostomska-Pampuch

“…HTWS products, apart from MB-ACR, did not activate NF-κB, whereas MB-ACR, MB-4HNE, MB-mel, and MB-T2N products of HTMS strongly activated this factor that indicates their strong pro-inflammatory properties.ConclusionHTMS is a fast and efficient method of synthesizing medium cross-linked AGEs.…”
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Efficient glyphosate removal from groundwater by biogenic manganese oxides produced by Pseudomonas sagittaria by Fiorella Masotti, Maria Victoria Barcarolo, Maria Ines Zanor, Paula Burdisso, Natalia Gottig, Betiana S. Garavaglia, Jorgelina Ottado

“…While O. haematophilum SR removed 58 % of 1.5 mM glyphosate after 14 days, P. sagittaria MOB-181 producing Mn oxides showed a greater efficiency, decreasing 65 % of glyphosate at the same period of time. …”
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Future study of energy use efficiency in irrigated wheat production in eastern Urmia lake by Abolfazl Nasseri, Ramin Nikanfar

“…About 10 to 20 percent of the total energy used in developed countries is consumed in food production. Efficient use of energy in the agricultural sector is one of the fundamental necessities for sustainable agriculture development, because increasing energy efficiency will save fossil fuels and reduce air pollution. …”
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