ARMC-RL: Adaptive Caching With Reinforcement Learning for Efficient 360° Video Streaming in Edge Networks by Minji Choi, Somin Park, Jin-Hyun Ahn, Dong Ho Kim, Cheolwoo You

“…The proposed caching mechanism efficiently replaces cached data by combining two techniques: recency masking and Frequency-Filtered Least Recently Used. …”
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Association of High Calcitriol Serum Levels and Its Hydroxylation Efficiency Ratio with Disease Risk in SLE Patients with Vitamin D Deficiency by Mónica R. Meza-Meza, José Francisco Muñoz-Valle, Adolfo I. Ruiz-Ballesteros, Barbara Vizmanos-Lamotte, Isela Parra-Rojas, Erika Martínez-López, Edith Oregon-Romero, Yolanda Fabiola Márquez-Sandoval, Sergio Cerpa-Cruz, Ulises de la Cruz-Mosso

“…Although calcidiol is considered the best indicator of the vitamin D serum status, its deficiency could not reflect its hydroxylation efficiency ratio and calcitriol serum status. …”
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An RTM-Driven Machine Learning Approach for Estimating High-Resolution FAPAR From LANDSAT 5/7/8/9 Surface Reflectance by Guodong Zhang, Gaofei Yin, Yi Zhang, Jiangchuan Hu, Zongyan Li, Changjing Wang, Dujuan Ma, Jiangliu Xie

“…The simulated dataset encompassing diverse canopy structural and atmospheric states is utilized to train a random forest model relating Landsat surface reflectance bands to FAPAR. The trained RF model was applied to estimate long-term FAPAR from Landsat 5/7/8/9 surface reflectance data and demonstrated reliable performance in capturing FAPAR dynamics across vegetation types. …”
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A Study of Agrivoltaics Peanut Production With Single-Axis Tracking Systems by Milena Chanes de Souza, Ricardo Nery de Castro, Benhur Azambuja Possato, Matthias B. Krause, Sol Hutson

“…This performance aligns with industry standards, underscoring the efficiency of single axis tracking systems in balancing agricultural and energy outputs. …”
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Determinants of the successful graduation of undergraduate students from a Peruvian university dental school over six years by Esther Noemi Quevedo Fernández, Karla Lucero Avalos-Baltodano, María Claudia Garcés-Elías, Roberto Antonio León-Manco, Cesar David Rojas-Senador

“…Terminal efficiency is an indicator that evaluates the productivity of a higher education institution and reflects a crucial aspect of the quality of its offered programmes. …”
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Exploring the Linkage Between Ruminal Microbial Communities on Postweaning and Finishing Diets and Their Relation to Residual Feed Intake in Beef Cattle by Pablo Peraza, Tamara Fernández-Calero, Hugo Naya, José Sotelo-Silveira, Elly A. Navajas

“…However, alpha diversity indices showed no significant relationship with feed efficiency, suggesting that diversity alone may not adequately reflect the complexity of feed efficiency phenotypes. …”
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Assessing the effectiveness of RS, GIS, and AI data integration in analysing agriculture performance to enable sustainable land management by Marzhan Sadenova, Nail Beisekenov, Petar Sabev Varbanov

“…The model tests demonstrate high efficiency for two soil types. For chernozem soil, the accuracy of nitrogen determination was 90.55%, phosphorus 98.1%, potassium 57.06%, and humus 90.54%. …”
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Phasage des travaux et organisations transitoires : quels rôles pour l’ergonome ? by François Daniellou, Jacques Escouteloup, Joffrey Beaujouan

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An AI-mediated framework for recursive learning: transforming individual experiences into organizational knowledge and autonomous engagement in elderly care by Naoki Mitsugi, Naoki Mitsugi, Koki Ijuin, Chiaki Oshiyama, Eri Hara, Takuichi Nishimura

“…The method ensures cost efficiency and adaptability for small-scale care facilities through the use of digital infrastructure. …”
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Performance Analysis of IRS-Assisted Multi-Link FSO System Under Pointing Errors by Takumi Ishida, Chedlia Ben Naila, Hiraku Okada, Masaaki Katayama

“…Consequently, the analysis presented offers valuable insights for efficiently designing IRS-assisted FSO systems, particularly regarding IRS placement in the presence of pointing errors.…”
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THE METHODOLOGICAL UNIT OF SCIENTIFIC RESEARCH IN TERMS OF CONCEPTUALISATION OF PEDAGOGICAL KNOWLEDGE by Alfia F. Zakirova

“…The directions of a multiangle reflection implementation in the course of research activity are designated.Practical significance. …”
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Enhanced EQE of rare earth-doped fluorescent glass by micro-patterning light incident and emission interface for highly efficient white LEDs by Xiaoqing Du, Hong Chen, Xiaohua Lei, Yu Xiong, Xiaoyang Liu

“…The total internal reflection at the fluorescent glass–air interface severely limits the external quantum efficiency (EQE) of fluorescent-glass-based light sources. …”
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Cyclic Learning Rate U-Shaped ResNet Embedded With Dual Attentions for Velocity Model Building by Chaobo Zhu, Zhiguo Wang, Feipeng Li, Huai Zhang, Jinghuai Gao

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A Space Efficient Circular Patch MIMO Antenna Having Six Degrees of Freedom for 5G-n79/WLAN Applications by Susanta Kumar Badi, Om Prakash Acharya, Bhargav Appasani, Nicu Bizon

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Novel Alumina–Copper Electrode Composites: Toward Efficient Glutamate and H₂O₂ Detection by Tatjana Novaković, Dejan Pjević, Nadica Abazović, Zorica Mojović

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Comparative evaluation of the energy and economic efficiency of vapor compression heat pumps in modernization of large chemical and oil refining industries. Part 2 by V. L. Yusha, M. A. Sutyaginskiy, Yu. A. Potapov

“…The efficiency of reuse of heat losses in a closed technological cycle depends on the temperature conditions of the consumer and the source of thermal energy in the heat pump cycle, on the connection scheme of the thermal energy source and on the energy efficiency of the equipment used.…”
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Enhanced Efficiency of GaAs Single-Junction Solar Cells with Inverted-Cone-Shaped Nanoholes Fabricated Using Anodic Aluminum Oxide Masks by Kangho Kim, Hoang Duy Nguyen, Sunil Mho, Jaejin Lee

“…Dependence of the efficiency enhancement on the etching depth of the nanohole arrays is also investigated. …”
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La-supported SnO2–CaO composite catalysts for efficient malachite green degradation under UV–vis light by Nastaran Parsafard, Ghazaleh Aghajari

“…Abstract This study presents the development and optimization of La@SnO2–CaO composite catalysts for efficient photocatalytic degradation of malachite green dye in aqueous solutions under UV–vis light irradiation. …”
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Efficient and Specific PDGFRβ‐Targeting Dual‐Mode T1‐T2 MRI Nanoprobe for Early Diagnosis of Non‐Alcoholic Fatty Liver by Zehua Li, Tongwei Zhang, Tongxiang Tao, Yaxuan Liu, Haining Xia, Sajid ur Rehman, Zeyong Guo, Jing Zhang, Ruiguo Chen, Zhan Zhang, Junfeng Wang, Kun Ma

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4E analysis of productivity and efficiency enhancements in pyramid solar distillation: Innovations in tray design, water heating, and forced condensation integration by Sattam Alharbi, Ali Alshamrani

“…MPSD with heaters produced 6430 mL/m2, reflecting a 98.5 % increase. The best performance occurred at 1.25 rpm, with a 133 % productivity increase, 66.5 % thermal efficiency, and 4.58 % exergy efficiency. …”
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