Investigating the Efficiency of Machine Learning Methods for Simulating the Effects of the Paper-Pulp Industry on Aqua Ecosystem Pollution by Mahmoud Ahmadi, Mehran Davallo, Mohsen Jahanshahi, Vahid Kiarostami, Majid Peyravi

“…First, the experimental values of MLSS and COD for different hydraulic retention times (HRT=12, 18, and 24) are obtained. After that, the efficiency of linear regression, generalized additive model, neural network, and support vector regression for simulating and predicting the trend of MLSS and COD are investigated. …”
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An Expert Hybrid Federated Learning and Trust Management for Security, Efficiency, and Power Optimization in Smart Health Systems by Sohrab Khan, Nayab Imtiaz, Arnab Kumar Biswas, Zeeshan Bin Siddique, Qaisar Ali Khan

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Enhancing Multi-Key Fully Homomorphic Encryption with Efficient Key Switching and Batched Multi-Hop Computations by Liang Zhou, Ruwei Huang, Bingbing Wang

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HLQ: Hardware-Friendly Logarithmic Quantization Aware Training for Power-Efficient Low-Precision CNN Models by Dahun Choi, Juntae Park, Hyun Kim

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Polymer-like tetramer acceptor enables stable and 19.75% efficiency binary organic solar cells by Jianxiao Wang, Cheng Sun, Yonghai Li, Fuzhen Bi, Huanxiang Jiang, Chunming Yang, Xichang Bao, Junhao Chu

“…Encouragingly, the PM6:4Y-BO devices achieve an efficiency up to 19.75% (certified efficiency:19.58%), largely surpassing that of the control PM6:PY-BO device (15.66%) and ranks the highest among solar cells based on oligomer and polymer acceptors. …”
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Phy-X/PSD and NGCAL Models of Several Metal Sulphides: Theoretical Prediction of Gamma Shielding Efficiency by Nadher Ali Salman, Kafa Khalaf Hammud

“…The Gamma Protection Efficiency (GPE, %) was also calculated for the gamma shielding subject based on the Linear Attenuation Coefficient (LAC) data presented in the Beer–Lamberts law: GPE% = (1-e^(-µx)) * 100, where the thickness was assumed. …”
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Energy-Efficient Target Area Imaging for UAV-SAR-Based ISAC: Beamforming Design and Trajectory Optimization by Jiayi Zhou, Xiangyin Zhang, Kaiyu Qin, Feng Yang, Libo Wang, Deyu Song

“…To maximize system energy efficiency, we propose an optimization method based on sequential convex optimization with linear state-space approximation. …”
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Quasi-All-Fiber High-Efficiency Divided Chirp-Pulse Amplification System Based on Active Controlling by J. Yu, Y. Feng, L. N. Duan, X. H. Li, X. H. Hu, T. Zhang, W. Zhang, Y. S. Wang, Z. Yang, W. Zhao

“…The experimental results show that the degree of linear polarization of ∼93% is maintained after recombination and the system efficiency is up to ∼95%. …”
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Chewing efficiency and contact area discrepancies in Angle's class I and II malocclusion: A comparative study by Ahmed Hamdi, Rim Kallala, Belhassen Harzallah

“…Linear regression and Pearson correlation were used to assess the correlation between chewing efficiency and the contact area. …”
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Improved growth performance, food efficiency, and lysine availability in growing rats fed with lysine-biofortified rice by Qing-Qing Yang, Pui Kit Suen, Chang-Quan Zhang, Wan Sheung Mak, Ming-Hong Gu, Qiao-Quan Liu, Samuel Sai-Ming Sun

“…Moreover, the HFL diets had increased protein apparent digestibility, protein efficiency ratio, and lysine availability than the WT diet. …”
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Efficiently regulating the electrochromic behavior of naphthalene-diimide-based zirconium-organic frameworks through linker installation by Cha Li, Hao Zhang, Feifan Lang, Yanghe Liu, Lin Xu, Xiao-Juan Xi, Yang Li, Jiandong Pang, Hong-Cai Zhou, Xian-He Bu

“…Remarkably, two forms of distinct and precise modulations to the electrochromic performance of NKM-908 are achieved through installations of linear auxiliary bitopic carboxylate linkers (TPDC-X) into the coordination unsaturated pockets, i.e. deepening the color and deriving new colors/shifting modes. …”
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MXT-YOLOv7t: An Efficient Real-Time Object Detection for Autonomous Driving in Mixed Traffic Environments by Afdhal Afdhal, Khairun Saddami, Mirshal Arief, Sugiarto Sugiarto, Zahrul Fuadi, Nasaruddin Nasaruddin

“…We also propose MXT-YOLOv7t, a real-time object detection model designed to efficiently and effectively handle the various challenges in mixed traffic scenarios. …”
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Spectral Efficiency Analysis for Uplink Multicell Massive MIMO Cellular Communication System under Fading Channels by Yibeltal Abebaw, Rajeev K. Shakya, Demissie Jobir Gelmecha, Eshetu Tessema Ware

“…In multicell massive MIMO system, the maximum limit on area throughput can be achieved by improving spectral efficiency and cell density, as well as bandwidth. In order to evaluate the area throughput for such scenarios, the spectral efficiency (SE) that utilizes the linear zero forcing uplink combining scheme, can be modeled under the Rician fading channel and the BS in case of up-links, is responsible to estimate the channel. …”
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The efficiency and safety of multidetector computed tomography‐guided transseptal puncture during atrial fibrillation catheter ablation by Yi Lu, Zhen Yuan, Chunhui Liu, Shenghui Ma, Li Shu, Zhejun Cai

“…This study evaluated the efficiency and safety of a novel cardiac multidetector computed tomography (MDCT)‐guided TSP during AF catheter ablation. …”
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An Efficient 3D Convolutional Neural Network for Dose Prediction in Cancer Radiotherapy from CT Images by Lam Thanh Hien, Pham Trung Hieu, Do Nang Toan

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Technology and practice for efficient development of coalbed methane horizontal wells in high-rank coal of Qinshui Basin by WU Xi

“…At the same time, the process technologies of bridge-plug-and-perforation using active water as the main body and well-group synchronous interference operations were refined, leading to the establishment of a linear fracture network system conducive to gas production, achieving efficient hydraulic fracturing. …”
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Efficient State Synchronization in Distributed Electrical Grid Systems Using Conflict-Free Replicated Data Types by Arsentii Prymushko, Ivan Puchko, Mykola Yaroshynskyi, Dmytro Sinko, Hryhoriy Kravtsov, Volodymyr Artemchuk

“…Modern electrical grids are evolving towards distributed architectures, necessitating efficient and reliable state synchronization mechanisms to maintain structural and functional consistency. …”
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Honeycomb-like hierarchically porous carbon derived from waste biomass cork for efficient tetracycline removal by Jizhao ZHANG, Qihang WANG, Chengyu LI, Danwei HE, Jun MU

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Assessing milk urea nitrogen as an indicator of protein nutrition and nitrogen utilization efficiency: A meta-analysis by Xiaowei Zhao, Changjiang Zang, Shengguo Zhao, Nan Zheng, Yangdong Zhang, Jiaqi Wang

“…We employed generalized linear fixed or mixed-effects models for data analysis, utilizing forest plots to visualize the estimated effects. …”
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Enhancing 3D A* path planning of intelligent bridge crane based on energy efficiency criteria by Heng YANG, Yue LI, Min LIU, Qing DONG

“…Intelligent, green, energy-saving, and high-efficiency technologies have become an inevitable trend in the development of large material-handling equipment, such as cranes. …”
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