Entropy driven optimization of non-linear radiative chemically reactive sutterby nanofluid flow in presence of gyrotactic micro-organism with Hall effect and activation energy by Muhammad Jameel, Zahir Shah, Muhammad Rooman, Mansoor H. Alshehri, Narcisa Vrinceanu, Elisabeta Antonescu

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AASNet: A Novel Image Instance Segmentation Framework for Fine-Grained Fish Recognition via Linear Correlation Attention and Dynamic Adaptive Focal Loss by Jianlei Kong, Shunong Tang, Jiameng Feng, Lipo Mo, Xuebo Jin

“…In order to improve the accuracy and real-time availability of fine-grained fish recognition, we introduce a Linear Correlation Attention (LCA) mechanism, which uses Pearson correlation coefficients to capture linear correlations between features. …”
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How Gait Nonlinearities in Individuals Without Known Pathology Describe Metabolic Cost During Walking Using Artificial Neural Network and Multiple Linear Regression by Arash Mohammadzadeh Gonabadi, Farahnaz Fallahtafti, Judith M. Burnfield

“…This study uses Artificial Neural Networks (ANNs) and multiple linear regression (MLR) models to explore the relationship between gait dynamics and the metabolic cost. …”
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Quantitative Assessment of Photoneutron-induced Secondary Radiation Dose in Prostate Treatment Using an 18 MV Medical Linear Accelerator: A Monte Carlo Study by Mustapha Assalmi, Abdullah Alshreef, EL Yamani Diaf, Assia Arectout, Nicholas Ade, El Hassan El Berhdadi

“…Purpose: This study aims to quantify the secondary radiation dose caused by photoneutrons during prostate cancer treatment using an 18 MV medical linear accelerator (LINAC) through Monte Carlo simulations and experimental validation. …”
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Can Correct and Incorrect Worked Examples Supersede Worked Examples and Problem-Solving on Learning Linear Equations? An Examination from Cognitive Load and Motivation Perspectives by Bing Hiong Ngu, Ouhao Chen, Huy P. Phan, Hasbee Usop, Philip Nuli Anding

“…From the perspective of cognitive load theory, we examined the relationship between instructional efficiency (correct and incorrect worked examples [CICWEs] vs. worked examples [WEs] vs. problem-solving [PS]), levels of expertise (low vs. high), and belief in achievement best (realistic vs. optimal) in learning linear equations across two experiments (<i>N</i> = 43 vs. …”
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2.5 kW Narrow Linewidth Linearly Polarized All-Fiber MOPA With Cascaded Phase-Modulation to Suppress SBS Induced Self-Pulsing by Yanshan Wang, Yujun Feng, Yi Ma, Zhe Chang, Wanjing Peng, Yinhong Sun, Qingsong Gao, Rihong Zhu, Chun Tang

“…Finally, a 32 GHz cascaded WNSs modulated, over than 2.5 kW linearly polarized all-fiber amplifier with a slope efficiency of 86.7&#x0025; is demonstrated. …”
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Efficient Resonant Waveguide Grating for High-Power Lasers in the 2-µm Wavelength Range by Boubekraoui Ayoub, Tomilov Sergei, Redkin Mykyta, Bashir Danish, Mourkioti Georgia, Mackenzie Jacob, Saraceno Clara J., Graf Thomas, Ahmed Marwan Abdou

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β-Alanine decreases plasma taurine but improves nitrogen utilization efficiency in beef steers by Shuo Zhang, Yufeng Liu, Jinming Hu, Cheng Liu, Mengmeng Li, Guangyong Zhao

“…The results showed that RPβA supplementations at 17.5 and 35 g/d linearly decreased the plasma taurine concentrationby 12.54% and 22.54% (P = 0.026), and the urinary taurine excretion by 15.78% and 21.05%(P < 0.001), respectively, while linearly increased ANR (P < 0.001) and NUE (P < 0.001) in steers. …”
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Towards efficient solutions: A novel approach to quadratic nonlinearity in boundary value problems. by Salima Kouser, Shafiq Ur Rehman, Yasser Elmasry, Waqar Azeem Khan, Fayyaz Ahmad, Hamza Khan

“…Many boundary value problems in nature have quadratic non-linearity and the corresponding system of nonlinear equations associated with their discrete formulation has constant 2nd-order Fréchet derivatives. …”
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No compromise in efficiency from the co-application of a marine and a terrestrial CDR method by Yiannis Moustakis, Hao-Wei Wey, Tobias Nützel, Andreas Oschlies, Julia Pongratz

“…We show that global carbon flux responses scale linearly when different CDR methods are scaled up and/or combined, which suggests that the efficiency of CDR is insensitive to both the amount of CDR and the CDR portfolio composition. …”
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Feedback mechanism between gully landforms and sediment trapping efficiency in a check dam by Jiangang Chen, Xi'an Wang, Huayong Chen, Wanyu Zhao, Chenyuan Wang, Xiaoqing Chen

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A Genomic and Phenotypic Investigation of Feed Efficiency and Growth Traits in Targhee and Rambouillet Sheep by Daniel Schaub, Christian J. Posbergh

“…While selecting for higher post-weaning weight range ewes may increase feed consumed due to a larger body size, it was not associated with feed efficiency.…”
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An Efficient Computational Algorithm for the Nonlocal Cahn–Hilliard Equation with a Space-Dependent Parameter by Zhengang Li, Xinpei Wu, Junseok Kim

“…Such spatial heterogeneity plays a critical role in determining the morphology of the resulting phase-separated structures. To efficiently solve the resulting partial differential equation, a Fourier spectral method is used in conjunction with a linearly stabilized splitting scheme. …”
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Towards Efficient, Secure, and Fine-Grained Access Control System in MSNs with Flexible Revocations by Shi-Feng Sun, Chen Lyu, Dawu Gu, Yuanyuan Zhang, Yanli Ren

“…We compare our scheme with other related works and show that not only most of the previous works suffer from larger size of encrypted data but also their decryption time grows linearly with the complexity of access policies. In comparison, our scheme achieves higher efficiency and smaller computation time while consuming lesser storage space. …”
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Testing of January Effect, the Day of the Week Effect, and Size Effect: a Study of LQ45 Stocks in Indonesia Stock Exchange by Ernie Hendrawaty, Raden Ayu Fiska Huzaimah

“…The purpose of this study is to examined the anomalies on the efficient capital market. However, research that combines January Effect, the day of the week Effect, and size Effect of getting a complete and clear picture of the phenomenon on the market is still limited. …”
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Folded Context Condensation in Path Integral Formalism for Infinite Context Transformers by Won-Gi Paeng, Daesuk Kwon, Kyungwon Jeong, Honggyo Suh

“…We validate the effectiveness of this approach through the Passkey retrieval task and a summarization task, demonstrating that the proposed method preserves historical information while exhibiting memory usage that scales linearly with sequence length. This contrasts with the non-linear memory growth typically observed in standard attention mechanisms. …”
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Technological Management of Resource Saving in Sugar Beet Production Using Statistical Modeling by Salima K. Mizanbekova, Irina P. Bogomolova, Irina N. Vasilenko, Natalya M. Shatohina

“…It involved standard research methods, as well as expert assessment, historical retrospective, and economic and statistical modeling. The linear multiple regression model and the technological efficiency calculation model supported the empirical results. …”
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A two-stage distributionally robust CVaR-constrained framework and its approximations for self-scheduling microgrid by Chen Zhang, Jinbao Jian, Linfeng Yang

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Codimension-one bifurcations, 0 − 1 chaos test and local behavior at fixed points of a discrete ratio-dependent predator-prey model with linear harvesting by Muhammad Rameez Raja, Abdul Qadeer Khan, J.G. AL-Juaid, Md. Rifat Hasan

“…In this paper, we investigate codimension-one bifurcations, the 0-1 chaos test, and the local behavior at fixed points of a discrete ratio-dependent predator-prey model with linear harvesting. We begin by identifying the existence of boundary and interior fixed points under specific parametric conditions, and analyze their local stability using the linear stability theory. …”
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Performance and Computational Efficiency of LMS Adaptive Volterra Equalizers for Nonlinear TWTA Distortion in Satellite Communications by Jerome J. Malone, Byeong Kil Lee

“…Adaptive Volterra equalization was found to be more effective than linear equalization alone when channel memory is relatively low and signal-to-distortion ratio is relatively high. …”
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