Comparative analysis and application of a new stability model for the tunnel face with Mogi-coulomb criterion by Junchao Chen, Zhenglu Che, Qilong Song, Wenyuan Song, Xinghong Jiang, Kai Xu

“…Key findings reveal that the overburden ratio impacts the limit support pressure, initially increasing and then stabilizing, and that tunnel face stability exhibits a non-linear decrease as round length increases. Intermediate principal stress has a notable effect on stability, especially when its coefficient reaches 0.5. …”
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The Influence of Profitability, Firm Size, and Company Growth on Firm Value by Fidela Malva Kaulika, Imronudin Imronudin

“…A higher ROE signifies efficient use of equity to generate profits, while larger company size and higher growth rates suggest improved stability and greater investor trust. …”
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Investigation of Peanut Leaf Spot Detection Using Superpixel Unmixing Technology for Hyperspectral UAV Images by Qiang Guan, Shicheng Qiao, Shuai Feng, Wen Du

“…Spectral features of crops and backgrounds were extracted using simple linear iterative clustering (SLIC), the homogeneity index, and k-means clustering. …”
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Hybrid Machine Learning in Hydrological Runoff Forecasting: An Exploration of Extreme Gradient-Boosting and Categorical Gradient Boosting Optimization in the Russian River Basin by Reza Seifi Majdar, Ali Rahnamaei, Vahid Babazadeh

“…These models are known for handling complex, non-linear relationships and offering high accuracy with efficient computation. …”
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Borehole‐Based Interval Kriging for 3D Lithofacies Modeling by Yuqi Song, Frank T.‐C. Tsai

“…Interval kriging is a best linear unbiased estimator for irregular interval supports. …”
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Optimal Index Code With Rate 4 Over F₂ by Rajesh Neelakandan, Ganesan Kaliyaperumal

“…Index coding is the elegant and beautiful idea, which is used to transform the information source symbols for efficient broadcasting. Efficient broadcasting means minimizing the number of transmissions, which facilitate to achieve high throughput in broadcasting systems is the main goal for index coding. …”
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Assessment of Acoustic Emission and Triaxial Mechanical Properties of Rock-Cemented Tailings Matrix Composites by Shuai Cao, Erol Yilmaz, Weidong Song, Gaili Xue

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Polarized Color Filters Using Colloidal Quantum Rod Nanocrystals for Advanced High‐Performance Displays by Jianxin Song, Maksym F. Prodanov, Yiyang Gao, Chengbin Kang, Debjyoti Bhadra, Yuechu Cheng, Zebing Liao, Kumar Mallem, Vigneshwaran Swaminathan, Valerii V. Vashchenko, Xiao Wu, Xinhui Lu, Abhishek K. Srivastava

“…Abstract In this article, color filters (CFs) emitting linearly polarized light, achieving both full‐color and pixel‐level precision, which can simultaneously offer high color saturation, high ambient contrast ratio (ACR), and high efficiency for modern displays, are disclosed. …”
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Novel Europium-Grafted 3D Covalent Organic Framework for Selective and Sensitive Fluorescence-Enhanced Detection of Levofloxacin by Junyi Zhao, Chao Zhang, Zhijie Qiu, Zerong Zhang, Xiaorou Lin, Shibin Huang, Jianfeng Zhang, Jingpeng Wu, Li Liao, Rui Wang

“…Evaluations in complex biological matrices revealed excellent performance encompassing a broad linear range (5–2000 μM) and a low detection limit. …”
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Rapid On-site Detection of Microleakage of Lithium Battery Electrolytes by Vacuum-Assisted Volatilization-Portable Gas Chromatography-Mass Spectrometry by Xin-xin LU, Shuo ZHANG, Kai XU, Jun-wei QIU, Hui-jun ZHU, Yu-lin CHEN, Xiao-xu LI

“…The results show a good linearity in the concentration range of 7.85-5270 μg/m3 and 5078-89167 μg/m3 with the coefficient (R2) greater than 0.997, and the recovery of standard addition is between 84.21% and 103.21%. …”
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The Electrochemical Development of Pt(111) Stepped Surfaces and Its Influence on Methanol Electrooxidation by E. Teliz, V. Díaz, R. Faccio, A. W. Mombrú, C. F. Zinola

“…Moreover, the electrocatalytic activity towards methanol electrooxidation also exhibits equivalent coulombic efficiencies and 200% higher than on polycrystalline platinum as demonstrated by linear sweep voltammetry and potentiostatic current decays.…”
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On the Quest for Oxygen Evolution Reaction Catalysts Based on Layered Double Hydroxides: An Electrochemical and Chemometric Combined Approach by Isacco Gualandi, Elisa Musella, Giulia Costa, Massimo Gazzano, Erika Scavetta, Sergio Zappoli, Domenica Tonelli

“…Furthermore, the electrocatalyst performances are assessed by linear sweep voltammetry in 1M KOH from which the Tafel slope and onset potential are calculated. …”
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Design and Performance Optimization of Split Capacitor Digital-to-Analog Converter(DAC) for SAR-ADCs by Bandla Kasi, Iqubal Asif, Pal Dipankar

“…The designs optimize speed, and accuracy, significantly improving linearity and overall performance. Integrating a binary-to-thermometer code (B-TC) decoder at the switching network of the split capacitor techniques further enhances the performance of DACs in terms of linearity, and speed. …”
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A retina-inspired pathway to real-time motion prediction inside image sensors for extreme-edge intelligence by Subhradip Chakraborty, Shay Snyder, Md Abdullah-Al Kaiser, Maryam Parsa, Gregory Schwartz, Akhilesh R Jaiswal

“…Towards that end, we present a retina-inspired neuromorphic framework capable of performing real-time, energy-efficient MP directly within camera pixels. Our hardware-algorithm framework, implemented using GlobalFoundries’ 22 nm FDSOI technology, integrates key retinal MP compute blocks, including a biphasic filter, spike adder, non-linear circuit, and a 2D array for multi-directional MP. …”
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Study on the Detection of Chlorophyll Content in Tomato Leaves Based on RGB Images by Xuehui Zhang, Huijiao Yu, Jun Yan, Xianyong Meng

“…Based on this, this study constructs and evaluates the predictive performance of multiple models, including multiple linear regression (MLR), ridge regression (RR), support vector regression (SVR), random forest (RF), and the Stacking ensemble learning model. …”
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Analysis of effective factors on integrated local management in peripheral rural settlements of Tehran metropolitan by Masoumeh Ghorbani, Alireza Darban Astaneh, Mohammad Reza Rezvani, Mojtaba Ghadiri Masoum

“…Indeed, statistical tests (chi-square, one-sample t-test, linear regression, and path analysis) were used to analyze the data. …”
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Identification of maneuvering models for wind-assisted ships with large rudders using virtual captive tests by Martin Alexandersson, Wengang Mao, Jonas W. Ringsberg, Martin Kjellberg

“…Inverse dynamics analysis, together with state VCTs, is concluded to be an efficient way to analyze the models, and the maneuvering model can be efficiently identified when the correct VCTs are used in the proposed method. …”
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Strategic slot-pole optimization in electromagnetic coupling with random forest regressor model inspired by response surface methodology by Garbe Chukulu Jarso, Ramesh Babu Nallamothu, Rajendiran Gopal, Gang Gyoo Jin

“…The RFR models achieved excellent predictive accuracy (R² up to 1.000 for deterministic variables), while the RSM enabled efficient gradient-based optimization of the design space. …”
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Numerical Simulation and Engineering Application of Temporary Stress Field in Coal Mine Roadway by Heng Zhang, Hongwei Ma, Chuanwei Wang, Qinghua Mao, Xusheng Xue

“…The maximum unsupported distance should not exceed 3 m, and there is a strong linear relationship between the optimal temporary support force and the unsupported span. …”
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A refined lion optimizer for deep learning by Jian Rong, Chenhao Ma, Qinghui Zhang, Yong Cao, Weili Kou

“…In this paper, a Refined Lion Optimizer(RLion) introduce a novel update rule for the optimizer by leveraging a non-linear continuous bounded function that maps the product of momentum and a scaling factor. …”
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