Polarization-Independent Two-Layer Grating With Five-Port Splitting Output Under Normal Incidence by Bowen Gong, Huiying Wen, Hongtao Li

“…Next, we firstly design a polarization-independent grating with five-port splitting output. On the one hand, the accurate grating vector parameters are optimized using rigorous coupled-wave analysis (RCWA) approach. …”
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Effective Utilization of Synthesized FeS2 for Improving Output Performance of Polycrystalline Silicon Solar Cell by Moganapriya Chinnasamy, Rajasekar Rathanasamy, Santhosh Sivaraj, Gobinath Velu Kaliyannan, Manivasakan Palanisamy, Samir Kumar Pal, Md. Elias Uddin

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RNA Polymerase III Output Is Functionally Linked to tRNA Dimethyl-G26 Modification. by Aneeshkumar G Arimbasseri, Nathan H Blewett, James R Iben, Tek N Lamichhane, Vera Cherkasova, Markus Hafner, Richard J Maraia

“…We used tRNA-HydroSeq to document that little changes occurred in the relative levels of different tRNAs in maf1Δ cells. By contrast, the efficiency of N2,N2-dimethyl G26 (m(2)2G26) modification on certain tRNAs was decreased in response to maf1-deletion and associated with antisuppression, and was validated by other methods. …”
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Joint Transfer Extreme Learning Machine with Cross-Domain Mean Approximation and Output Weight Alignment by Shaofei Zang, Dongqing Li, Chao Ma, Jianwei Ma

“…Finally, a series of experiments are carried out to investigate the performance of JTELM, and the results show that it achieves efficiently the task of transfer learning and performs better than the traditional ELM and other transfer or nontransfer learning methods.…”
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Analysis and Optimization of Dysprosium-Doped Yellow Fiber Lasers for Ophthalmology Applications by Foroogh Khozeymeh, Federica Poli, Wahida Chowdhury, Annamaria Cucinotta

“…In this paper, a Forward Time Centered Space (FTCS) method and an analytical method have been developed to fully investigate the <inline-formula><tex-math notation="LaTeX">$^{4}F_{9/2}$</tex-math></inline-formula> to <inline-formula><tex-math notation="LaTeX">$^{6}H_{13/2}$</tex-math></inline-formula> lasing transition of a dysprosium Dy<inline-formula><tex-math notation="LaTeX">$-$</tex-math></inline-formula>doped ZBLAN fiber which provides the potential of highly efficient yellow laser direct generation. …”
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Integrated deep learning for cardiovascular risk assessment and diagnosis: An evolutionary mating algorithm-enhanced CNN-LSTM by Ahmed Mohammed Ahmed Alsarori, Mohd Herwan Sulaiman

“…Cardiovascular diseases (CVD) remain the leading cause of mortality worldwide, emphasizing the urgent need for accurate and efficient predictive models. This study proposes a dual-output deep learning model based on a hybrid Convolutional Neural Network–Long Short-Term Memory (CNN-LSTM) model, optimized using the Evolutionary Mating Algorithm (EMA). …”
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Modeling of a BK7 prism/Ag/Ni/ZnSe/SM-based sensor for maintaining optimum performance in glucose level detection by Kazi Mustafizur Rahman

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PERFORMANCE ANALYSIS OF HUNGARIAN FOOD INDUSTRY ENTERPRISES USING THE DEA METHOD by Orsolya Tünde NAGY, Éva DARABOS, Bernadett Béresné MÁRTHA, Anita KISS

“…This study examines the performance of Hungarian food industry enterprises using the Data Envelopment Analysis (DEA) method. In today’s rapidly evolving economic environment, assessing operational efficiency and cost-effectiveness is of paramount strategic importance. …”
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Self-Isolation in MIMO Microstrip Patch Arrays Using Annular Via-Based Mode Conversion by Manzoor Elahi, Slawomir Koziel, Leifur Leifsson

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Sustainable water and emissions management in agriculture: The water-emissions-food nexus in China by Yang Liu, Maria Vrachioli, Huimei Li, Yafei Wang, Johannes Sauer

“…The multi-regional input–output (MRIO) model provides insights for water-emissions-food integrated collaborative management. …”
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Efficient guided inpainting of larger hole missing images based on hierarchical decoding network by Xiucheng Dong, Yaling Ju, Dangcheng Zhang, Bing Hou, Jinqing He

“…Finally, Efficient Context Fusion combines the reconstructed feature maps from different decoding layers into the image space, preserving the semantic integrity of the output image. …”
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A Lightweight Dual-Output Vision Transformer for Enhanced Lung Nodule Classification Using CT Images by Menna Allah Mahmoud PhD, Yanhua Wen MD, Yuling Liufu MD, Xiaohuan Pan MD, Ruihua Su MD, Yubao Guan MD

“…Introduction This study evaluates the effectiveness of a lightweight vision transformer (EfficientFormerV2-S2) with a dual-output architecture for lung nodule classification, assessing its performance and generalizability across multiple datasets. …”
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Large Language Model-Driven Structured Output: A Comprehensive Benchmark and Spatial Data Generation Framework by Diya Li, Yue Zhao, Zhifang Wang, Calvin Jung, Zhe Zhang

“…We propose new metrics and datasets along with a new method for evaluating the quality and consistency of these outputs. …”
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A NEURAL NETWORK APPROACH TO BEAM SELECTION AND POWER OPTIMIZATION IN MM WAVE MASSIVE MIMO by Shahnaz Fatima, M. P. Subba Raju, R. Anil Kumar, Vatsala Anand, Yarrapragada K. S. S. Rao, D. Kishore, U. S. B. K. Mahalaxmi, K. Kalyani

“…It uses advanced deep-learning models to address challenges like beam selection, power control, and missing data. The proposed method is efficient and accurate, outperforming other strategies.…”
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Over 10% Gain of Output Power of Medium-Sized Solar Cells by an Improvement of Geometry of Collector Electrodes by Kei Obinata, Yasuhiko Takeda, Naohiko Kato, Tomoyoshi Motohiro

“…In the present study, we have constructed an advisable modeling method to calculate output power of medium-sized solar cells and optimized geometry of the collector electrodes. …”
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Analysis and control design for input‐series output‐parallel multi‐channel inductive power transfer system by Leyu Wang, Pan Sun, Yan Liang, Xusheng Wu, Qijun Deng, Enguo Rong

“…Abstract To realize high‐power inductive power transfer (IPT) for fast charging of electric vehicles (EVs), an input‐series output‐parallel (ISOP) multi‐channel IPT system is analysed in this paper, and an output control strategy based on single neuron controller is proposed to improve the stability of the system. …”
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Model Input-Output Configuration Search With Embedded Feature Selection for Sensor Time-Series and Image Classification by Anh Tuan Hoang, Zsolt Janos Viharos

“…Furthermore, the proposed method has been validated in a real-world industrial application focused on machining processes, underscoring its effectiveness and practicality in addressing complex input-output challenges.…”
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Research on the Influence of Refractive Index Distribution of Ytterbium-doped Fiber Core on Stable Laser Output Power by QIN Yu, ZHANG Junyi, DING Song, TANG Jiang, ZHANG Zelin, CHEN Yali, XIAO Limin, SHEN Yichun

“…When the RIP slope is 0.088 4, the maximum stable laser output power of 2 030 W and the highest slope efficiency of 82.87% are achieved.…”
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Effect of Hole Geometry Shape in Vortex Generators on Fluid Output Temperature: Computational Fluids Dynamics Validation by Mohd Afzanizam Mohd Rosli, Singgih Dwi Prasetyo, Dominicus Danardono Dwi Prija Tjahjana, Alfian Fahrul Yuliansyah, Zainal Arifin

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A comprehensive review of machine learning applications in forecasting solar PV and wind turbine power output by Ian B. Benitez, Jai Govind Singh

“…Abstract With climate change driving the global push toward sustainable energy, the reliability of power systems increasingly depends on accurate forecasting methods. This study examined the role of machine learning (ML) in forecasting solar PV power output (SPVPO) and wind turbine power output (WTPO) and identified the challenges posed by the intermittent nature of these renewable energy sources. …”
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