Performance Analysis of a Reciprocating Refrigeration Compressor Under Variable Operating Speeds by Willian T. F. D. da Silva, Vitor M. Braga, Cesar J. Deschamps

“…Results reveal that neither volumetric nor exergy efficiency varies monotonically with compressor speed. …”
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Intestinal Probiotic Lysate Modified Bifunctional Nanoparticle for Efficient Colon Cancer Immunotherapy by Manfang Zhu, Hongkui Chen, Xiaohua Chen, Yueyang Zhang, Xiayu Chen, Bailing Zhou, Xingmei Duan, Na Zhou, Xin Zhang

“…However, ideal non-viral gene delivery platforms capable of simultaneously maintaining a high delivery efficiency and immune activation are still in demand. …”
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“Education 4.0” in the Era of Digital Transformation: Ways to Improve Its Efficiency by F. T. Aghayev, G. A. Mammadova, R. T. Malikova

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Hybrid-Hierarchical Synchronization for Resilient Large-Scale SDN Architectures by Alessandro Pacini, Davide Scano, Andrea Sgambelluri, Luca Valcarenghi, Alessio Giorgetti

“…This design enables efficient domain control separation, which uses different child instances to manage large-scale networks. …”
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Impact of the aging population on health system efficiency in combating COVID-19 of Indian states by Shrabanti Maity, Nandini Ghosh, Ummey Rummana Barlaskar

“…The calculated coefficients of the inefficiency model show that a state with a larger share of older adult residents is less efficient in managing the coronavirus. However, increased health awareness among older individuals enhances the state's ability to combat this illness. …”
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Efficient diagnosis for endoscopic remission in Crohn’s diseases by the combination of three non-invasive markers by Kensuke Takei, Toshihiro Inokuchi, Sakiko Hiraoka, Mikako Ishiguro, Junki Toyosawa, Yuki Aoyama, Shoko Igawa, Keiko Takeuchi, Yasushi Yamasaki, Hideaki Kinugasa, Masahiro Takahara, Seiji Kawano, Toshiharu Mitsuhashi, Motoyuki Otsuka

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Reliable, efficient, and scalable photonic inverse design empowered by physics-inspired deep learning by Shao Guocheng, Zhou Tiankuang, Yan Tao, Guo Yanchen, Zhao Yun, Huang Ruqi, Fang Lu

“…By integrating deep learning techniques with fundamental physical principle, EMNN manifests great interpretability and generalization ability beyond conventional networks. Additionally, it innovates a design paradigm that guarantees both high efficiency and high fidelity. …”
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TDNN achitecture with efficient channel attention and improved residual blocks for accurate speaker recognition by Wenzao Li, Sai Yao, Bing Wan, Linsong Xiao, Chengyu Hou, Yanchuan Zhong, Wengang Zhou

“…To address this issue, we propose the Efficient Parallel Channel Network - Time Delay Neural Network (EPCNet-TDNN), building upon the ECAPA-TDNN architecture. …”
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A Novel and Efficient Numerical Algorithm for Solving 2D Fredholm Integral Equations by H. Bin Jebreen

“…A novel and efficient numerical method is developed based on interpolating scaling functions to solve 2D Fredholm integral equations (FIE). …”
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Examination and Analysis of Seasonal Energy Efficiency Ratio of Room Air Conditioner With Two Compressors by 杨昭, 张甫仁, 马一太

“…Enthalpy-difference method has been utilized in this paper to test and analyze Seasonal Energy Efficiency Ratio (SEER) of normal model air conditioner and two-compressor model air conditioner with same refrigeration ability. …”
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Agrobacterium tumefaciens-Mediated Transformation of Valsa mali: An Efficient Tool for Random Insertion Mutagenesis by Caixia Wang, Xiangnan Guan, Hanyan Wang, Guifang Li, Xiangli Dong, Guoping Wang, Baohua Li

“…The average transformation efficiency was 1015.00 ± 37.35 transformants per 106 recipient conidia. …”
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Gas exchange efficiency slopes to assess exercise tolerance in chronic obstructive pulmonary disease by Hiromi Yanagi, Keisuke Miki, Kazumi Koyama, Satoshi Miyamoto, Yasuhiro Mihashi, Yuka Nagata, Kazuki Hashimoto, Hisako Hashimoto, Mari Fukai, Tomonori Maekura, Rika Yonezawa, Shizuka Sakaguchi, Takuro Nii, Takanori Matsuki, Kazuyuki Tsujino, Hiroshi Kida

“…Abstract Background In patients with chronic obstructive pulmonary disease (COPD), the clinical use of the minute ventilation-carbon dioxide production ( $$\rm{\dot V}$$ E- $$\rm{\dot V}$$ CO2) slope has been reported as a measure of exercise efficiency, but the oxygen uptake efficiency slope (OUES), i.e., the slope of oxygen uptake ( $$\rm{\dot V}$$ O2) versus the logarithmically transformed $$\rm{\dot V}$$ E, has rarely been reported. …”
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Response of Photosynthesis and Chlorophyll Fluorescence to Nitrogen Changes in Rice with Different Nitrogen Use Efficiencies by Zexin Qi, Chen Xu, Rui Tang, Qiang Zhang, Wenzheng Sun, Chenglong Guan, Ye Wang, Mengru Zhang, Jiale Ding, Yuankai Zhang, Hong Yang, Ying Yang, Xiaolong Liu, Zhian Zhang, Fenglou Ling

“…However, compared with XN 999, JJ 88 has a more proactive recovery ability. The research results provide valuable guidance for the breeding of nitrogen-efficient rice varieties and nitrogen fertilizer management.…”
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WaveguideQED.jl: An Efficient Framework for Simulating Non-Markovian Waveguide Quantum Electrodynamics by Matias Bundgaard-Nielsen, Dirk Englund, Mikkel Heuck, Stefan Krastanov

“…This approach provides a physically intuitive model that allows researchers familiar with tools such as QuTiP in Python, Quantum Optics Toolbox for Matlab, or in Julia to efficiently set up and execute WQED simulations. Despite its conceptual simplicity, we demonstrate the framework's robust ability to handle complex WQED scenarios. …”
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ANTIPLATELET THERAPY IN PATIENTS WITH HIGH RISK OF THROMBOTIC EVENTS: THE PROBLEM OF EFFICIENCY, SAFETY AND COMPLIANCE by S. Yu. Martsevich, N. P. Kutishenko, M. L. Ginzburg, A. M. Malysheva, Yu. N. Polyanskaya

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Fourier-mixed window attention for efficient and robust long sequence time-series forecasting by Nhat Thanh Tran, Jack Xin

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Optimization of Imaging Reconnaissance Systems Using Super-Resolution: Efficiency Analysis in Interference Conditions by Marta Bistroń, Zbigniew Piotrowski

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Reconciling flexibility and efficiency: medial entorhinal cortex represents a compositional cognitive map by Payam Piray, Nathaniel D. Daw

“…Compositionality can be difficult to reconcile with efficient planning, as reusing components may limit efficiency. …”
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Increasing Sterilization Efficiency of Shredder Autoclave on Medical Waste Using Ultraviolet Light Device by Sufyan Mohammed Shartooh, Suha Maher Abed, Nuhad Mohammed Hamid

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Exploiting Semantic Annotations and Q-Learning for Constructing an Efficient Hierarchy/Graph Texts Organization by Asmaa M. El-Said, Ali I. Eldesoky, Hesham A. Arafat

“…However, simple word counts and frequency distributions of term appearances do not capture the meaning behind the words, which results in limiting the ability to mine the texts. This paper proposes an efficient methodology for constructing hierarchy/graph-based texts organization and representation scheme based on semantic annotation and Q-learning. …”
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