Transient subglacial water routing efficiency modulates ice velocities prior to surge termination on Sít’ Kusá, Alaska by Yoram Terleth, Timothy C. Bartholomaus, Jukes Liu, Flavien Beaud, Thomas Dylan Mikesell, Ellyn Mary Enderlin

“…Our data reveal intermittently efficient subglacial drainage prior to surge termination, showing that glacier surges can persist in the presence of channel-like subglacial drainage and that successive changes in subglacial drainage efficiency can modulate active phase ice dynamics at timescales shorter than the surge cycle. …”
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Energy Efficiency in Smart Buildings through Prediction modeling and Optimization Using a Modified Whale Optimization Algorithm by El Assri Nasima, Ennejjar Mohammed, Jallal Mohammed Ali, Chabaa Samira, Zeroual Abdelouhab

“…In the case of ANN, the Root Mean Squared Error (RMSE) is reported at 3.806, demonstrating the model's ability to approximate the true energy consumption values. …”
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CD49f is an efficient marker of monolayer- and spheroid colony-forming cells of the benign and malignant human prostate. by Hidekazu Yamamoto, John R Masters, Prokar Dasgupta, Ashish Chandra, Rick Popert, Alex Freeman, Aamir Ahmed

“…For the first time, we show highly efficient recovery of CFCs from advanced prostate cancer by CD49f+, but not by CD44+ or CD133+ selection. …”
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Substantiation of the technological process for mechanical processing of roller unit parts of conveyors as a factor influencing the efficiency of their operation by L.P. Kalafatova, M.O. Babenko, S.O. Virich

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DMM-YOLO: A high efficiency soil fauna detection model based on an adaptive dynamic shuffle mechanism by Jiehui Ke, Renbo Luo, Guoliang Xu, Yuna Tan, Zhifeng Wu, Liufeng Xiao

“…Additionally, different efficient modules with multi-branch fusion structures, integrating DLSConv, are adopted for the Backbone and Neck to enhance feature extraction and fusion, while optimizing the feature maps fed into the detection head, thereby improving the network’s ability to extract features and detect targets. …”
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Analysis of Determinant Factors of Carbon Efficiency in Indonesia Based on Domestic Waste Management using Causal Machine Learning by Abdul Hakim Zakkiy Fasya, Mursyidul Ibad, Kuuni Ulfah Naila El Muna

“…Given this context, it is necessary to conduct a carbon efficiency analysis in Indonesia based on domestic waste management efforts. …”
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Optimization of commercial SNP arrays and the generation of a high-efficiency GenoBaits Peanut 10K panel by Yaran Zhao, Y. M. Nevame Adedze, Jiahui Dong, Renxu Zhang, Songan Zheng, Haofa Lan, Yurong Li, Song Liu, Yanfen Xu, Jianan Zhang

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Apple Pest and Disease Detection Network with Partial Multi-Scale Feature Extraction and Efficient Hierarchical Feature Fusion by Weihao Bao, Fuquan Zhang

“…To address this issue, this study proposes an improved pest and disease detection algorithm, YOLO-PEL, based on YOLOv11, which integrates multiple innovative modules, including PMFEM, EHFPN, and LKAP, combined with data augmentation strategies, significantly improving detection accuracy and efficiency in complex environments. PMFEM leverages partial multi-scale feature extraction to effectively enhance feature representation, particularly improving the ability to capture pest and disease targets in complex backgrounds. …”
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Machine Learning Tailored Anodes for Efficient Hydrogen Energy Generation in Proton-Conducting Solid Oxide Electrolysis Cells by Fangyuan Zheng, Baoyin Yuan, Youfeng Cai, Huanxin Xiang, Chunmei Tang, Ling Meng, Lei Du, Xiting Zhang, Feng Jiao, Yoshitaka Aoki, Ning Wang, Siyu Ye

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Efficient merging and validation of deep learning-based nuclei segmentations in H&E slides from multiple models by Jagadheshwar Balan, Shannon K. McDonnell, Zachary Fogarty, Nicholas B. Larson

“…We further validate the derived cell type proportions from the DL-methods by their ability to explain the variance of RNA gene expression. …”
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Bipolar membrane/hydrophobic gas permeable membrane electrochemical systems for highly efficient removal of ammonium nitrogen in wastewater by YAN Zhang, KUANG Wenjie, JIANG Zhuwu, FENG Chunhua*

“…These findings underscore the ability of BPM/ GPM-EC system to integrate low energy consumption and high efficiency in treating ammonia nitrogen in wastewater. …”
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Analysis of the Influence of Nozzle Structure and Hydraulic Parameters on the Cutting Efficiency of High-pressure Abrasive Water Jet (AWJ) by X. Zhu, Z. Luo, Y. Luo, C. Shi, L. Wang

“…The purpose of this study is to enhance the cutting efficiency of high-pressure abrasive water jet (AWJ) by optimizing nozzle structure and jet hydraulic parameters. …”
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Enhancing DBSCAN Accuracy and Computational Efficiency Using Closest Access Point Pre-Clustering for Fingerprint-Based Localization by Abdulmalik Shehu Yaro, Filip Maly, Pavel Prazak

“…Within the context of fingerprint database clustering, the density-based spatial clustering of applications with noise (DBSCAN) is notable for its robustness to outliers and ability to handle clusters of different sizes and shapes. …”
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Against the background of global climate changes, the current ecological situation of Azerbaijan's water resources and the directions of efficient use by Ільгар Халілов, Фархад Емінов

“…Based on the long-term observation data and climate forecasts of Azerbaijan, it is to show the scarcity of fresh water resources, the potential to be significantly affected by climate change, and the directions of efficient use. However, the ability to quantify future changes with hydrological changes and their impacts on systems and sectors is limited by uncertainty at all stages of the assessment process. …”
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Opposition-Based White Shark Optimizer for Optimizing Modified EfficientNetV2 in Road Crack Classification by Mohammed Al-Shalabi, Mohammed A. Mahdi, Malik Braik, Mohammed Azmi Al-Betar, Shahanawaj Ahamad, Sawsan A. Saad

“…The outcome emphasizes its ability to identify the most effective solution for crack detection in practical scenarios, where PCA-based feature selection improves computational efficiency without compromising performance. …”
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Deep learning optimization of STAR-RIS for enhanced data rate and energy efficiency in 6G wireless networks by Amal Megahed, Ahmed. M. Abd El-Haleem, Mahmoud M. Elmesalawy, Ibrahim I. Ibrahim

“…Results show that in high-interference environments, NP-STAR configurations can sometimes exceed ASTAR implementations due to their ability to mitigate interference amplification. In addition, the deterioration in spectral energy efficiency (SEE) of active implementations compared to nearly passive ones confirms their greater consumption of energy. …”
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Three-dimensional analysis of thermohydraulic performance in corrugated channels with embedded baffles: Optimization of heat transfer and energy efficiency by Jamal-Eddine Salhi, Tarik Zarrouk, Tabish Alam, Md Irfanul Haque Siddiqui, Dan Dobrotă, Mohd Aamir Mumtaz

“…Models (2) and (4) stand out for their ability to offer an excellent trade-off between thermal performance and energy cost, outperforming the performance of smooth channels. …”
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Efficient Stereo Visual Odometry on FPGA Featuring On-Chip Map Management and Pipelined Descriptor-Based Block Matching by Yuki Ichikawa, Kazushi Kawamura, Masato Motomura, Thiem van Chu

“…Due to its ability to capture natural light without emitting additional signals, a stereo camera is a promising option for low-power visual odometry (VO). …”
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A simple, low-cost, and highly efficient protocol for rapid isolation of pathogenic bacteria from human blood by Fatma S. Coskun, Joshua Quick, Erdal Toprak, Erdal Toprak

“…Here, we present an optimized and straightforward protocol for the rapid and efficient isolation of bacterial pathogens directly from blood samples, without disrupting standard laboratory workflows. …”
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Enhancing Gas Fermentation Efficiency via Bioaugmentation with <i>Megasphaera sueciensis</i> and <i>Clostridium carboxidivorans</i> by Clemens Hiebl, Dominik Pinner, Hannes Konegger, Franziska Steger, Dina Mohamed, Werner Fuchs

“…The presence of <i>M. sueciensis</i> was maintained even after several media swaps, showing its ability to establish itself as a permanent part of the microbial community. …”
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