AG-Yolo: Attention-Guided Yolo for Efficient Remote Sensing Oriented Object Detection by Xiaofeng Wang, Chengshan Han, Liang Huang, Ting Nie, Xin Liu, Hao Liu, Mingxuan Li

“…Remote sensing can efficiently acquire information and is widely used in many areas. …”
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An efficient leakage power optimization framework based on reinforcement learning with graph neural network by Peng Cao, Yuhan Dong, Zhanhua Zhang, Wenjie Ding, Jiahao Wang

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Impact of Medical Trainees on Efficiency and Productivity in the Emergency Department: Systematic Review and Narrative Synthesis by Jake Valentine, Jonathan Poulson, Jesus Tamayo, Amanda Valentine, Jacqueline Levesque, Shane Jenks

“…Both types of learners decrease efficiency.…”
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Machinability and Geometric Evaluation of FFF-Printed PLA-Carbon Fiber Composites in CNC Turning Operations by Sergio Martín-Béjar, Fermín Bañón-García, Carolina Bermudo Gamboa, Lorenzo Sevilla Hurtado

“…The results indicate that feed is the most influential parameter across all performance metrics, with lower values leading to improved dimensional accuracy and surface finish, achieving the most significant reductions of 63% in surface roughness (Sa) and 62% in cylindricity deviation. Nevertheless, the surface roughness is higher than that of metals, and deviations in geometry along the length of the specimen have been observed. …”
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ANOVA Based Optimization of UV Nanosecond Laser for Polyamide Insulation Removal from Platinum Wires Under Water Confinement by Danial Rahnama, Graziano Chila, Sivakumar Narayanswamy

“…As a result, laser ablation has emerged as a more efficient, precise, and cleaner alternative, especially at the microscale. …”
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The efficiency and capabilities assessment of some local materials in wastewater treatment using the multi soil layering by Samira Ghotbi, Amirabbas Abedini, Abolfazl Akbarpour, Reihaneh Malakooti

“…A new method, Multi soil layering (MSL) ecotechnology introduced last few decades, a cost-efficient treatment system can reduce those negative issues. …”
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Optimization of magnetic compound fluid polishing process parameters for PMMA workpieces based on grey relational analysis by Youliang WANG, Xichun GAO, Wenjuan ZHANG

“…To address the issue of different process parameters in achieving optimal surface quality or maximum processing efficiency in MCF polishing technology, it is necessary to accurately control the range of each process parameter and deeply understand the impact of different process parameters on MCF polishing performance.MethodsThe process parameters of the MCF polishing tool are optimized based on grey relation analysis (GRA) to meet the requirements of minimum surface roughness while improving material removal efficiency. …”
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TECHNOLOGY OF REVERSE-BLAST CORROSION CLEANING OF STEEL SHEETS PRIOR TO LASER CUTTING by A. N. Zguk, I. V. Kachanov, A. V. Filipchik

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Effect of grinding wheel type and cooling method on grinding quality of SiCf/SiC ceramic matrix composites by Ben WANG, Jiajie TANG, Hongdi CHU, Qi ZHANG

“…At the same time, it is recommended to use high speed, low feed speed and shallow grinding depth to reduce wheel wear and improve processing efficiency. In contrast, during the precision machining stage, to achieve better surface quality, it is recommended to use a sintered diamond grinding wheel combined with water-cooled grinding method to reduce the surface roughness of the workpiece, minimize micro-defects, and thus improve the surface smoothness and machining stability of the workpiece.ConclusionsThe sintered diamond grinding wheel exhibits lower grinding force and better surface quality during grinding, especially under water-cooled conditions, where its advantages are more obvious. …”
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Experiments and optimization for the WEDM process: A trade-off analysis between surface quality and production rate by Trung Thanh Nguyen, Xuan Phuong Dang, Truong An Nguyen, Quang Hung Trinh

“… This work addressed a parameter optimization to simultaneously decrease the root mean square roughness (Rq) as well as the thickness of the white layer (TW) and improve the material removal rate (MRR) for the wire electro-discharge machining (WEDM) of a stainless steel 304 (SS304). …”
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Machinability Assessment and Multi-Objective Optimization of Graphene Nanoplatelets-Reinforced Aluminum Matrix Composite in Dry CNC Turning by Nikolaos A. Fountas, Dimitrios E. Manolakos, Nikolaos M. Vaxevanidis

“…Full quadratic prediction models were generated based on the experimental results and they were examined for their validity and efficiency in predicting the response of the main cutting force and surface roughness of the machined graphene-reinforced composite aluminum. …”
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Investigation of Machining Parameters and Surface Quality of AZ-31 Magnesium Alloy Subjected to Spark Machining by Shouryha Bhardwaj, Arnav Agarwal, Ishriit Tibdewal, Gururaj Bolar, Vishwanath Managuli

“…It also offers a good strength-to-weight ratio and directly contributes to the fuel efficiency of vehicles. Due to its usage in various industries, it is essential to understand its behavior under machining. …”
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On the Salt Bath Cleaning Operations for Removal of Lubricants on the Surface of Titanium Alloy Aerospace Fasteners by Richard Turner, Caitlin Edgerton, Jack Hobby, Jakub Mierzejewski, Taahir Patel, Nils Warnken

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Increase in efficiency of quality and hole-making in glass-reinforced titanium laminate by reducing drilling vibroactivity by Sergey N. Shevtsov, Vladimir V. Sibirskiy, Evgeny G. Chigrinets

“…The work objective is to study the impact of the drill design value and geometrics on the quality of the processed holes, the efficiency, and the machining dynamics of the high-strength polymer composite - fiberglass plastic reinforced by titanium foil. …”
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Efficient toluene degradation using Bacillus subtilis biofilm-supported Mn–Ce/zeolite catalysts by Muhammad Zubair Mohsin, Ali Mohsin, Waqas Qamar Zaman, Xiaojuan Zhu, Xihua Zhao, Zain Abbas, Muhammad Hammad Hussain, Ali Shan, Salim-ur-Rehman, Muhammad Asif Nawaz, Rabia Omer, Yingping Zhuang, Meijin Guo, Jiaofang Huang

“…Among all, ZMnCe-20 % showed the highest toluene degradation efficiency (89 %) at low concentrations (200 ​ppm) and humidity (>50 %). …”
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Effects of Metamorphic Degree of Coal on Coal Dust Wettability and Dust-Suppression Efficiency via Spraying by Pengfei Wang, Han Han, Ronghua Liu, Yongjun Li, Xuanhao Tan

“…In the experiments, the microproperties, wetting performance, and dust-suppression efficiency via spraying were measured. According to the experimental results of coal’s microproperties, with the improvement of metamorphic degree, the content of hydrophilic oxygen-containing functional groups on the surface, the surface roughness, the specific surface area, and the interpore diameter all decreased. …”
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Examining peptide–gold nanoparticle interactions through explainable machine learning by Malak Gamal Abdelmeguid, Jose Isagani B. Janairo, Nishanth G. Chemmangattuvalappil

“…This work develops an explainable binary machine learning classifier using rough sets as the algorithm and amino acid composition as the features. …”
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Promoting Solar Cell Efficiencies via Employing Sliver- Carbon- Pomegranate Peel Nano System by Hamza et al.

“…The FTO-(MWCNTs-SNPs-NPGPE / P3HT: PCBM/CNT/FTO-glass revealed more efficient CNSCs.…”
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Measurement of the Efficiency of Parallel Genetic Algorithm for Compress and Decompression of Fractal Imaging Using Multiple Computers by Shahla Abdul Qadir

“…Efficient technologies have  been recently used in Fractal Image Coding (FIC) to reduce the complexity of searching for matching between Range block and Domain block. …”
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L-Sort: On-Chip Spike Sorting With Efficient Median-of-Median Detection and Localization-Based Clustering by Yuntao Han, Yihan Pan, Xiongfei Jiang, Cristian Sestito, Shady Agwa, Themis Prodromakis, Shiwei Wang

“…If normalized to 22 nm technology, our design can achieve roughly <inline-formula> <tex-math notation="LaTeX">$\times 10$ </tex-math></inline-formula> area and power efficiency with similar accuracy, compared with the state-of-the-art design evaluated with the same dataset. …”
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