Reliability of communication networks with delay constraints: computational complexity and complete topologies by H. Cancela, L. Petingi

“…Although it is very unlikely that general efficient algorithms exist, we present a recursive formulation for the calculation of R{s,t}(G,D) that yields a polynomial time evaluation algorithm in the case of complete topologies where the edge set can be partitioned into at most four equi-reliable classes.…”
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Complexity of quantum-mechanical evolutions from probability amplitudes by Carlo Cafaro, Leonardo Rossetti, Paul M. Alsing

“…We find that, in general, efficient quantum evolutions are less complex than inefficient evolutions. …”
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Tandem reductive amination and deuteration over a phosphorus-modified iron center by Haifeng Qi, Yueyue Jiao, Jianglin Duan, Nicholas F. Dummer, Bin Zhang, Yujing Ren, Stuart H. Taylor, Yong Qin, Kathrin Junge, Haijun Jiao, Graham J. Hutchings, Matthias Beller

“…Abstract Deuterated amines are key building blocks for drug synthesis and the identification of metabolites of new pharmaceuticals, which drives the search for general, efficient, and widely applicable methods for the selective synthesis of such compounds. …”
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Early Sweet Potato Plant Detection Method Based on YOLOv8s (ESPPD-YOLO): A Model for Early Sweet Potato Plant Detection in a Complex Field Environment by Kang Xu, Wenbin Sun, Dongquan Chen, Yiren Qing, Jiejie Xing, Ranbing Yang

“…Then, cross-scale feature fusion and the general efficient aggregation architecture are used to further enhance the network feature extraction capability. …”
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YРА therapy by a background resonance radiation in chronorehabilitation of patients with chronic cholecystitis in combination with chronic opisthorchosis by O. A. Poddubnaya

“…The chronobiological approach was used to improve indices of functional activity of the biliary excretion system and enhance the general efficiency of treatment at chronic cholecystitis in combination with chronic opistorhcosis. …”
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State Support for Promotion of Electrical Energy Produced in High Efficiency Cogeneration in Romania by Mushatescu V., Podashca C., Oprish Ioana

“…Present paper focuses on the results of support scheme after five years of its application: increase of number of producers who benefit of this aid, raising of general efficiency of high efficient cogeneration, important savings of primary energy and CO2 emissions avoided. …”
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Application of oil and gas pipeline network simulation technologies in construction of intelligent pipeline network and its prospect by Jing GONG, Bohui SHI, Xiaoping LI, Weichao YU, Haihao WU

“…In addition, prospects were made for the development of oil and gas pipeline network simulation technologies from the aspects of generality, efficiency and intelligence, so as to take better advantage of the simulation technologies in the construction of intelligent pipeline networks.…”
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Generative and predictive neural networks for the design of functional RNA molecules by Aidan T. Riley, James M. Robson, Aiganysh Ulanova, Alexander A. Green

“…Here we present a generalized, efficient neural network architecture that utilizes the sequence and structure of RNA molecules (SANDSTORM) to inform functional predictions across a diverse range of settings. …”
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Sustainable Thermal Solutions: Enhancing Heat Transfer with Turbulators and Nanofluids by Zafar Said, Aggrey Mwesigye, Lingala Syam Sundar, Arun Kumar Tiwari, Kalidasan Balasubramanian, Hafiz Muhammad Ali, Evangelos Bellos, Chaerin Gim, Mohammad Shamsuddin Ahmed, Jang‐Yeon Hwang

“…Actual performance of heat transfer devices significantly influences the general efficiency of the energy conversion systems. Among all active and passive techniques of heat transfer enhancement, the current review has been focused on turbulators and their integration with nanofluids due to cost‐effectiveness and practicality. …”
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Data protection enhancement in smart grid communication: An efficient multi-layer encrypting approach based on chaotic techniques and steganography by Osama abd Qasim, Sajjad Golshannavaz

“…It is worth noting that the small key era and dictionary construction instances provoke innovations in the general efficiency of the encryption mechanism. The conducted study, based on recorded values for PSNR, RMSE, UACI, and NPCR, demonstrates that the proposed multi-layer encryption system, which incorporates dictionary encryption and AES, is a robust and a fast method to shield important information and attaining a balance between protection and computational time.…”
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YOLO-EFM: Efficient traffic flow monitoring algorithm with enhanced multi-level information fusion by Shizhou Xu, Kaidi Cui

“…The study establishes a generalized efficient layer aggregation network incorporating Sobel convolution and develops a novel feature focus module that effectively aggregates information from different feature map levels. …”
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Efficient Searches for Small Signals across Two-channel Noisy Data: A Challenge in Big-data Observations by Maryam Aghaei Abchouyeh, Maurice H. P. M. van Putten, Seyong Kim

“…Since moving data is a major cost factor in big-data analysis and heterogeneous computing more generally, efficiency may be optimized by restricting the computation of correlations to the tails of two-channel data exceeding κσ . …”
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INTEGRAL ASSESSMENT OF EFFICIENCY OF A FLEET OF AGRICULTURAL MACHINERY AND TRACTORS by V. M. Korotchenya

“…The most general and obvious statements according to which efficiency of machine and tractor fleet is considered as indirectly settlement size counted proceeding from efficiency of agricultural production, were accepted as axioms. In general, efficiency is a ratio between productivity of an object in question and that of the theoretical ideal or an object with maximum productivity efficiency of which is accepted equal to unity or 100%. …”
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Gelan-SE: Squeeze and Stimulus Attention Based Target Detection Network for Gelan Architecture by Lili Wang, Sukumar Letchmunan, Renhao Xiao

“…The objective of this study is to optimize and enhance the Generalized Efficient Layer Aggregation Network (GELAN) architecture of YOLOv9, thereby improving the model’s performance and efficiency. …”
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Automated Audible Truck-Mounted Attenuator Alerts: Vision System Development and Evaluation by Neema Jakisa Owor, Yaw Adu-Gyamfi, Linlin Zhang, Carlos Sun

“…MTL improves efficiency and accuracy, making it ideal for devices with limited resources. Using a Generalized Efficient Layer Aggregation Network (GELAN) backbone, the system enhances stability and performance. …”
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Investigating financial efficiency in steel industry companies: evidence from three-dimensional DEA approach by Kasra Ghafori

“…Purpose: In general, efficiency is a criterion for evaluating the performance of a decision unit from different dimensions. …”
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ShadowFPN-YOLO: A Real-Time NMS-Free Detector for Remote Sensing Ship Detection by Xiao Yang, Ahmad Sufril Azlan Mohamed, Chuanchuan Wang

“…Furthermore, the backbone network integrates generalized efficient layer aggregation network with reparameterized cross stage partial modules to further enhance performance. …”
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Energetic Factors of a Frequency-Controlled Synchronous Electric Drive by B. I. Firago, S. V. Aleksandrovsky

“…The efficiency of a synchronous electric motor (which is a cofactor of general efficiency of a controlled synchronous electric drive) is of an interest in the scalar frequency control of the mentioned synchronous motor, since there are almost no publications on this subject. …”
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Balancing complexity and accuracy for defect detection on filters with an improved RT-DETR by Maoyuan Zhang, Xiaojuan Wei, Guojun Liu, Mengxu Chen, Chunxia Zhao, Yingxiao Liu, Zhikang Bao, Yunfeng Guo, Run An, Pengcheng Zhao

“…Second, the RepC3 structure within the cross-scale fusion module is replaced with a module based on the generalized-efficient layer aggregation network that uses a more efficient layer aggregation strategy to improve feature localization. …”
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Constructing Efficient Mesh-Based Global Grid Systems with Reduced Distortions by Lakin Wecker, John Hall, Faramarz F. Samavati

“…We introduce a novel mesh-based DGGS (MBD) which generalizes efficient operations over watertight triangular meshes with spherical topology. …”
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