Silsesquioxane-Polythiophene Hybrid Copolymer as an Efficient Modifier for Single-Walled Carbon Nanotubes by Shuxi Gao, Xiaoyong Hu, Lei Zhang, Yuliang Mai, Hao Pang, Yongqiang Dai, Bing Liao

“…According to the exploration and characterization results, it was much more efficient at modifying SWNTs than its linear analogs in aqueous solution. …”
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Efficient hardware error correction with hybrid on-offline configuration algorithm for optical processor by Zichao Zhao, Huihui Zhu, Qishen Liang, Haoran Ma, Ziyi Fu, Xingyi Jiang, Bei Chen, Yuehai Wang, Tian Chen, Yuzhi Shi, Jianyi Yang

“…Abstract Photonic neural networks (PNNs) have emerged as a promising platform for high-speed, parallel, and low-latency computing by harnessing the linear propagation of optical signals. However, scaling up PNNs faces significant challenges due to hardware errors caused by fabrication variations and environmental factors. …”
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An efficient multiscale simulation framework integrating dynamic heterogeneity for accurate waterflooding prediction by Li Wu, Junqiang Wang, Deli Jia, Jiqun Zhang, Ruichao Zhang, Yiqun Yan, Yanfang Yin, Shuoliang Wang

“…An improved multi-scale finite volume (IMsFV) method solves pressure equations on multi-scale grids, enhancing computational efficiency. SPE10 benchmark validation shows 95.07% reduction in total simulation time and 98.19% in linear solver time versus the fully implicit method, with errors < 5%. …”
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Memory-Efficient Batching for Time Series Transformer Training: A Systematic Evaluation by Phanwadee Sinthong, Nam Nguyen, Vijay Ekambaram, Arindam Jati, Jayant Kalagnanam, Peeravit Koad

“…This paper introduces a memory-efficient batching framework based on view-based sliding windows operating directly on GPU-resident tensors. …”
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EfficientTransformer: A Dynamic Anomaly Detection Model for Industrial Control Networks by Jinyang Liu, Guogang Wang, Xuejun Zong, Bowei Ning, Kan He

“…In this study, we propose a dynamic anomaly detection model for industrial control networks, named EfficientTransformer. The model uses a 1D Convolutional Neural Network (1D-CNN) to extract local features from the data, while a linear multi-head self-attention mechanism, replacing the traditional Transformer&#x2019;s multi-head attention mechanism, provides global learning capabilities. …”
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How Do Different Types of Environmental Regulations Affect Green Innovation Efficiency? by Hui Li, Chuandang Zhao, Xiaoying Tang, Jiawei Cheng, Guanyang Lu, Yang Gu, Zhiyue Zhang, Yang Liu

“…To effectively improve green innovation efficiency through environmental regulations, it is urgent to better understand the impact of different environmental regulations on green innovation efficiency (GIE). …”
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Extending Conflict-Based Search for Optimal and Efficient Quadrotor Swarm Motion Planning by Zihao Wang, Zhiwei Zhang, Wenying Dou, Guangpeng Hu, Lifu Zhang, Meng Zhang

“…Inspired by the decentralized planning and centralized conflict resolution ideas of CBS, we propose, for the first time, an optimal and efficient UAV swarm motion planner that integrates state lattice with CBS without any underlying assumption, named SL-CBS. …”
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Effect of using bolus on the efficiency of the 3DCRT of the breast cancer after mastectomy by Iman Ghali Hassan, Nabaa Abdulateef Rasheed Naji, Hadeel Kamil Abdullah

“… Objectives: To assess the effect of using bolus on the efficiency of three-diensional conformation radiation treatment of breast cancer post-mastectomy. …”
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Accelerated Computation of Linear Complementarity Problem in Dexterous Robotic Grasping via Newton-Subgradient Non-Smooth Multi-Step Greedy Kaczmarz Method by Zhiwei Ai, Chenliang Li

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Toward Better Accuracy-Efficiency Tradeoffs for Oriented SAR Ship Object Detection by Moran Ju, Buniu Niu, Mulin Li, Tengkai Mao, Si-nian Jin

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Response Surface Methodology for Modelling and Optimizing Efficiency in Deep Well Pumping Systems by Nuri Orhan, Murat Çavuşlar, Meki Solmaz, Muhammet Emre Erdem

“…Regression and variance analysis techniques have been successfully employed to evaluate the relationship between input factors (input pressure and power drawn from the grid) and responses (system efficiency and flow rate). ANOVA analysis has been used to examine the effects of linear and quadratic terms, and the results have shown that pressure and power drawn from the grid have a significant effect on pump system efficiency. …”
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The High-Efficiency Degradation of Multiple Mycotoxins by Lac-W Laccase in the Presence of Mediators by Mengshuang Jia, Xiaohu Yu, Kun Xu, Xiaodan Gu, Nicholas J. Harmer, Youbao Zhao, Yuqiang Xiang, Xia Sheng, Chenglong Li, Xiang-Dang Du, Jiajia Pan, Wenbo Hao

“…Including redox mediators increased the Lac-W degradation efficiency drastically, and completely degraded AFB₁ and ZEN within one hour. …”
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Economic Efficiency of Renewable Energy Investments in Photovoltaic Projects: A Regression Analysis by Adem Akbulut, Marcin Niemiec, Kubilay Taşdelen, Leyla Akbulut, Monika Komorowska, Atılgan Atılgan, Ahmet Coşgun, Małgorzata Okręglicka, Kamil Wiktor, Oksana Povstyn, Maria Urbaniec

“…Energy Performance Contracts (EPC) are performance-based financing mechanisms designed to improve energy efficiency and support renewable energy adoption in the public sector. …”
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An efficient IoT-based crop damage prediction framework in smart agricultural systems by Nermeen Gamal Rezk, Abdel-Fattah Attia, Mohamed A. El-Rashidy, Ayman El-Sayed, Ezz El-Din Hemdan

“…Techniques such as K-Nearest Neighbors, linear regression, and ensemble-based imputers are evaluated for their effectiveness in reconstructing incomplete data. …”
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Experimental study of the strengthening efficiency of engineering waste sludge using electro-osmosis by Yanli TAO, Zeyi YU, Jianfeng ZHU, Xiaonan GONG, Jian ZHOU, Kaiqiang LI

“…A linear relationship was obtained between the effective energy coefficient and effective potential. …”
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Water Use Efficiency Spatiotemporal Change and Its Driving Analysis on the Mongolian Plateau by Gesi Tang, Yulong Bao, Changqing Sun, Mei Yong, Byambakhuu Gantumur, Rentsenduger Boldbayar, Yuhai Bao

“…Water use efficiency (WUE) connects two key processes in terrestrial ecosystems: the carbon and water cycles. …”
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Correlation of Calibration Parameters for HPGe Detector Efficiency Based on Monte Carlo Simulation by LI Yan1, SHAN Chenyu2, GU Weiguo1, WANG Dezhong1

“…Further analysis reveals that the ratio of detection efficiency for crystals of different diameters, when compared to a standard crystal size, increases in an approximately linear manner with the crystal diameter. …”
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A review on Linear Fresnel Reflector (LFR) as a solar line concentrator in polygeneration for low-medium temperature applications among the rural livelihoods by Sanju John Thomas, Sudhansu S. Sahoo, Sheffy Thomas, Ajith Kumar G, Mohamed M. Awad

“…Parabolic trough collectors (PTC), heliostats, and Linear Fresnel Reflectors (LFR) are solar concentrators used for high-temperature steam generation. …”
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Building a Spatial Database by Developing a Work Environment to Accomplish the Automatic Transfer Process for Remote Sensing Data from Raster to Linear by Diaa Al-Berhawi

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Associations between body temperature and feed efficiency traits in lactating Holstein cows by Ligia Cavani, Larissa C. Novo, Faith S. Reyes, Bárbara M. Nascimento, Michael J. VandeHaar, Robert J. Tempelman, Kristen L. Parker Gaddis, Ransom L. Baldwin, José E.P. Santos, James E. Koltes, Heather M. White, Kent A. Weigel, Francisco Peñagaricano

“…The associations between body temperature traits and feed efficiency traits were assessed using univariate linear regression models including cohort (trial-treatment), temperature-humidity index (THI), and the interaction between THI and research station as independent variables. …”
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