Fast Photon-Counting Imaging With Low Acquisition Time Method by Kangjian Hua, Bo Liu, Zhen Chen, Huachuang Wang, Liang Fang, Jiang Yun

“…Photon-counting LIDAR has effective ability to detect significantly weak echo. However, for imaging application, it typically needs a long acquisition time to obtain sufficient counts to reconstruct clear depth image, which obviously limits imaging efficiency and prevents its wide deployment. …”
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Real-Time Object Detector for Medical Diagnostics (RTMDet): A High-Performance Deep Learning Model for Brain Tumor Diagnosis by Sanjar Bakhtiyorov, Sabina Umirzakova, Musabek Musaev, Akmalbek Abdusalomov, Taeg Keun Whangbo

“…Results: The RTMDet demonstrated superior performance in detecting brain tumors, achieving higher accuracy and speed compared to existing CNN models. The model’s efficiency was validated through its ability to process large datasets in real time without sacrificing the accuracy required for a reliable diagnosis. …”
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Effects of different training systems and limited irrigation applications on cold storage of pitaya (Hylocereus spp.) fruits by Mustafa UNLU, Lokman ALTINKAYA, Hamide GUBBUK, Harun KAMAN

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‘Ekaterina’ - a new spring wheat variety by N. N. Zezin, V. A. Vorobiev, A. V. Vorobiev

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Use the PLS Micro-Squares Method for Measuring the Teaching Competence of Professors of Physical and Sports Education by Abderahmane BENGUENAB, Hadj SAYAD, Rachid RAZALI, Ahmed ATALLAH

“… The research aimed to build a tool to measure the teaching efficiency of physical education and sports teachers in the school environment in the intermediate education stage, and this by verifying its validity and applicability, as the tool includes in its final form 33 standards that meet the standards of honesty and stability, and covers 6 main dimensions, namely scientific knowledge competencies, and the efficiency of planning and formulation competencies, and the efficiency of implementation, the efficiency of evaluation and follow-up, the competencies of effective communication management and class, and the efficiency of professional development. …”
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Review: Homeostatic boundaries to dietary Zn, Cu and Mn supply in cattle by J.B. Daniel, J. Martín-Tereso

“…This mathematical simplification greatly limits our ability to precisely define supplemental levels. Apparent absorption efficiency, which comprises absorption and endogenous excretions, is the main mechanism animals use as homeostatic adaptation to a variable dietary supply. …”
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A hybrid filtering and deep learning approach for early Alzheimer’s disease identification by Md. Khabir Uddin Ahamed, Rakib Hossen, Bikash Kumar Paul, Mohammad Hasan, Waled Hussein Al-Arashi, Mohsin Kazi, Md. Alamin Talukder

“…Furthermore, the deep learning model used in this study is constructed on the EfficientNetV2B3 architecture, augmented with additional layers and fine-tuning to guarantee effective classification among four categories: Mild, moderate, very mild, and non-demented. …”
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RLEAFS: Reinforcement Learning-Based Energy Aware Forwarding Strategy for NDN-Based IoT Networks by Naeem Ali Askar, Adib Habbal

“…IoT networks, composed of a large number of heterogeneous and resource-constrained devices, benefit from NDN’s ability to handle challenges related to mobility, scalability, and security. …”
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EMSAM: enhanced multi-scale segment anything model for leaf disease segmentation by Junlong Li, Quan Feng, Jianhua Zhang, Jianhua Zhang, Sen Yang

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Efficient strategy for alleviating neuronal apoptosis and oxidative stress damage of Alzheimer's disease through dual targeting BCL-2 gene promoter i-motif and β-amyloid by Dongsheng Ji, Jiahui Zhang, Jihai Liang, Zhi-Shu Huang, Bing Shu, Ding Li

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Competence-oriented approach tohr management in the restaurant business by V. V. Dzyuba

“…Based on the study of scientific literature and the content of relevant professional standards in the service sector, a competence portrait of the main categories of restaurant employees has been developed, which contributes to better use of personality-oriented tools in the framework of personnel work in the organization and, in general, to increase the efficiency of personnel management in the restaurant business.…”
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Efficiency of genomic and phenomic selection using mid-infrared milk spectra for milk production, somatic cell count, and udder type traits in French Lacaune dairy sheep by C. Machefert, H. Larroque, J.M. Astruc, C. Robert-Granié

“…Here, we evaluate the efficiency of phenomic selection to estimate the phenomic values of phenotype-free females using mid-infrared spectral (MIRS) data from their milk samples. …”
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D₁-A-D₂ Conjugated Porous Polymers Provide Additional Electron Transfer Pathways for Efficient Photocatalytic Hydrogen Production by Zheng-Hui Xie, Yu-Jie Zhang, Jinhua Li, Shi-Yong Liu

“…Experimental results demonstrate that DBBTh integration significantly enhances both light absorption efficiency and proton reduction ability. Under visible-light irradiation (λ > 420 nm), the Py-BKh1 photocatalyst achieved a hydrogen evolution rate (HER) of 10.2 mmol h⁻¹ g⁻¹ with an apparent quantum yield (AQY) of 9.5% at 500 nm. …”
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Multi-level lag scheme significantly improves training efficiency in deep learning: a case study in air quality alert service over sub-tropical area by Benedito Chi Man Tam, Su-Kit Tang, Alberto Cardoso

“…Conclusions can be drawn from the analysis of multiple experimental results, proving that the proposed solution can effectively improve the training efficiency of the model. This is of great significance, so that most such models can be implemented to adaptively use lagged past measured data as input, instead of synchronously inputting future prediction values, which can greatly improve the practical application of the model in predictive ability.…”
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Highly efficient ZnCo2O4 nanospheres and ZnCo2O4/GO nanocomposites as visible light photocatalysts for degradation of organic pollutants by Seyed Amirhossein Ehsanizadeh, Mina Ahmadi-Kashani, Zaid Hamzah Abdulhusain, May Jaleel Abed, Masoud Salavati-Niasari

“…The ZnCo2O4/GO nanocomposite exhibited a band gap of approximately 2.37 eV that enhances the separation of charge carriers, reducing recombination rates and improving the photocatalytic efficiency. A high photodegradation efficiency of 94.3% was achieved for pollutant after exposure to visible light for a duration of 120 min, using the integration of GO (25% wt) with ZnCo2O4, which was higher than that of ZnCo2O4/GO-10% (78.7%), ZnCo2O4/GO-50% (81.6%), and pure ZnCo2O4 (91.4%). …”
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Morphological Traits and Water–Nutrient Utilization Efficiency of <i>Hippophae rhamnoides</i> Fine Roots Under Different Stubble Heights in Arsenic Sandstone Area, Inner Mongolia by Yajie Xu, Yuefeng Guo, Yongjie Yue, Longfei Hao, Wei Qi, Runhong Gao, Xiaoyu Dong

“…Principal component analysis results indicate that after stubble treatment, the traits of <i>H. rhamnoides</i> fine roots center on high specific surface area (0.316) + high specific root length (0.312), shifting toward a resource-acquisition ecological strategy with the best foraging efficiency observed under a stubble height of 15 cm. …”
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Using Biomimicry Knowledge to Improve the Efficiency of Building Envelopes Inspired by the Morphology and Moisture Absorption Mechanism of the Cactus Plant (Case Study: High-Rise O... by Alireza Karimpour, Elahe Karami, Arezo Malek

“…Among today's solutions to improve the efficiency of building envelopes is to establish a structural relationship between architecture, environment and biology. …”
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Halogen‐free solvent processed organic solar sub‐modules (≈55 cm2) with 14.70% efficiency by controlling the morphology of alkyl chain engineered polymer donor by Thavamani Gokulnath, Hyerin Kim, Donghyun Song, Ho‐Yeol Park, Je‐Sung Jee, Young Yong Kim, Jinhwan Yoon, Kakaraparthi Kranthiraja, Sung‐Ho Jin

“…Abstract Goals of high efficiency, morphological analysis, and the ability to produce organic solar cell (OSC) sub‐modules using halogen‐free solvents are demanding. …”
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Influence of milk product type and its initial contamination on the efficiency of different methods for detection of Salmonella Enteritidis, Listeria monocytogenes and Escherichia... by Boris Antunović, Ivančica Kovaček, Kristina Gvozdanović, Manuela Grčević, Vesna Gantner, Vedran Poljak, Mario Ostović, Željko Pavičić, Nihada Ahmetović

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A Hepatitis C virus genotype 1b post-transplant isolate with high replication efficiency in cell culture and its adaptation to infectious virus production in vitro and in vivo. by Christian Heuss, Paul Rothhaar, Rani Burm, Ji-Young Lee, Philipp Ralfs, Uta Haselmann, Luisa J Ströh, Ombretta Colasanti, Cong Si Tran, Noemi Schäfer, Paul Schnitzler, Uta Merle, Ralf Bartenschlager, Arvind H Patel, Frederik Graw, Thomas Krey, Vibor Laketa, Philip Meuleman, Volker Lohmann

“…GLT1 replicated to an outstanding efficiency in Huh7 cells upon SEC14L2 expression, by use of replication enhancing mutations or with a previously developed inhibitor-based regimen. …”
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