Risk Evaluation of Hazardous Chemical Road Transportation Accidents Based on a Combined Empowerment-Cloud Model by Haoyu Xu, Yong Liu, Zhihui Cheng, Qianqian Xiang, Wenhe Wang

“…On the basis of determining the subjective and objective weights of the indices by using the analytic hierarchy process and entropy weight method, the comprehensive weights of the evaluation indices are calculated by the linear weighting method. Then, the weighting results are combined with the cloud model to calculate the risk level of the evaluation indices at all levels and to output the results in the form of a risk cloud diagram to visually determine the risk level of hazardous chemical road transportation. …”
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Electrochemical Disposable Printed Aptasensor for Sensitive Ciprofloxacin Monitoring in Milk Samples by Daniela Nunes da Silva, Thaís Cristina de Oliveira Cândido, Arnaldo César Pereira

“…Differential pulse voltammetry (DPV) measurements demonstrated a linear response ranging from 10 to 50 nmol L⁻¹ and a low detection limit of 3.0 nmol L⁻¹. …”
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A Study on the Pantograph Slide Wear Model Based on Energy Dissipation by Yiming Dong, Binghong Li, Zhonghua Chen, Hebin Wang, Huayang Zhang

“…This study finds a significant linear relationship between the wear of the pantograph slide and the energy dissipated by current-carrying friction and establishes a mathematical model for pantograph slide wear based on energy dissipation, validating the effectiveness of the model. …”
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On the relationship of Poisson’s ratio with geophysical characteristics of rocks by D. V. Shustov, Yu. A. Kashnikov, A. E. Kukhtinskii, A. A. Efimov

“…The proposed data analysis method relies on linear regression and machine learning methods to establish stable relationships between the Poisson’s ratio and geophysical parameters obtained from various well logging studies. …”
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Adaptive Res-LSTM Attention-based Remaining Useful Lifetime Prognosis of Rolling Bearings by Boubker Najdi, Mohammed Benbrahim, Mohammed Nabil Kabbaj

“…Notably, an exponential data labeling technique is employed instead of traditional linear labeling, enhancing the robustness of the HI assessment. …”
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High Performance Sports by Möck S, Wirth K

“…Correlations with maximum strength in a linear isokinetic leg press are still pending. Since different devices produce different relationships and rotational isokinetic measurements show conflicting results, further evidence is needed.Methods: 23 male German junior elite volleyball players (16.721.07 years, 193.00.07 cm, 79.867.46 kg) were investigated. …”
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Dynamical Analysis and Optimization of Combined Vibration Isolator with Time Delay by Yaowei Wang, Xiangyu Li

“…Vibration control has long been a key concern in engineering, with low-frequency vibration isolation remaining particularly challenging. Traditional linear isolators are limited in their ability to provide high load-bearing capacity and effective low-frequency isolation simultaneously. …”
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Detectability of calcifications in breast tissues by the ultrasonic echo method by Leszek FILIPCZYŃSKI

“…Their dependence on the depth results mainly from the wave attenuation in tissues, which increases as the depth at which a given calcification is, grows. A linear receiver should be used for calcification detection.…”
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The refractive index of a single three-level atom experienced by a single photon by Jacob Emerick, Jacob Emerick, Anil K. Patnaik, Yuri Rostovtsev, Yuri Rostovtsev

“…The results are crucial for long-distance quantum communication and hold potential for developing quantum field-based linear devices such as beam splitters, lenses, and quantum prisms capable of separating different components of quantum fields. …”
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Lunar Visual Localization Method Based on Crater Geohash Encoding and Consistency Matching by Siyuan Li, Yuntao He, Jianbin Huang, Tao Li, Anran Wang, Shuo Zhang, Jiaqiong Ren, Jiaxuan Wu

“…Crucially, we introduce a consistency matching technique that exploits the linear relationship between position shifts and pixel offsets, enhancing both localization accuracy and computational efficiency. …”
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Machine learning framework to estimate ridership loss in public transport during external crises: case study of bus network in Stockholm by Mahsa Movaghar, Erik Jenelius, David Hunter

“…To do this, seven alternative machine learning algorithms were developed to predict ridership: Multiple Linear Regression, Decision Tree, Random Forest, Bayesian Ridge Regression, Neural Networks, Support Vector Regression, and k-Nearest Neighbors. …”
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Nonlinear Elastic Foundation Plate Model Study on Overlying Strata Movement in Working Face with Solid Backfilling Mining by Baifu An, Nailu Li, Qiaomei Yi, Dong Zhang, Hailong Wang

“…Although solid backfilling materials are featured with obvious nonlinear stress-strain properties, for a long time, they have been usually simplified as linear elastic materials for approximate calculation in mechanical analysis, so it is difficult to accurately reflect their deformation process. …”
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Estimation of micro-extraction process hippuric acid for toluene exposure monitoring in urine samples by Behnaz Sarani, Mashaallah Rahmani, Ahmad Reza Abbasian

“…The detection limit was established at 0.15 ng mL−1 for hippuric acid, with a calibration curve linear of 1 to 900 ng mL−1. Assessments of samples conducted with this model established its validity and resulted in adequate efficiency. …”
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PENGARUH SOCIAL MEDIA MARKETING INSTAGRAM DAN BRAND AWARENESS TERHADAP NIAT BELI KONSUMEN PADA PROJECT BISNIS ILOCHA.ID by Brellian rachel Stelson, Christina Yanita Setyawati

“…Data were collected via questionnaires and analyzed using multiple linear regression with SPSS software. The results reveal that Social Media Marketing Instagram significantly influences Consumer Purchase Intention, with a positive coefficient indicating that improved marketing strategies, such as visually appealing content and prompt responses, increase consumer interest. …”
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GEOGRAPHICALLY WEIGHTED PANEL REGRESSION (GWPR) FOR COVID-19 CASE IN INDONESIA by Zakiyah Mar'ah, Sifriyani Sifriyani

“…Modeling to see cause-and-effect relationships in an event usually uses the Multiple Linear Regression (Ordinary Least Square) method. …”
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Factors Impacting Projected Annual Energy Production from Offshore Wind Farms on the US East and West Coasts by Rebecca J. Barthelmie, Kelsey B. Thompson, Sara C. Pryor

“…CF simulated with most wake parameterizations have a near-linear relationship with ICD in this range, and the slope of the dependency on ICD is similar to that in mesoscale simulations with the Weather Research and Forecasting (WRF) model. …”
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Artificial Intelligence-Driven Biological Age Prediction Model Using Comprehensive Health Checkup Data: Development and Validation Study by Chang-Uk Jeong, Jacob S Leiby, Dokyoon Kim, Eun Kyung Choe

“…Our model incorporated 27 clinical factors and employed machine learning algorithms, including linear regression, least absolute shrinkage and selection operator, ridge regression, elastic net, random forest, support vector machine, gradient boosting, and K-nearest neighbors. …”
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Assessing farm-level sustainability: a comparative analysis of horticultural production systems in Eritrea by Bereket T. Haile, Andrew J. Dougill, Abel Ramoelo, Tesfai T. Kidane

“…The assessment uses a traffic light approach to classify farms into three categories: unsustainable (red), acceptable (yellow), and sustainable (green). Multiple Linear Regression (MLR) is applied to explain the main factors contributing to the sustainability score of farms across the studied regions.ResultsThe study shows disparities in sustainability performance between the two study regions as measured by the indicators. …”
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Retention of Proto-Austronesian vowels in the Karo language: A comparative historical linguistics study by Dardanila Dardanila, Erik D Siregar, Sholihatul Hamidah Daulay, Shaumiwaty Shaumiwaty

“…This study also found a close relationship between PAN and BK in the inheritance of phonological elements of linear vocal of /a/,/i/,/u/,/e/, and one nonlinear vowel sound of /o/. …”
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Does environmental enrichment improve performance, morphometry, yield and weight of broiler parts at different ages? by Aérica C. Nazareno, Iran J. O. da Silva, Eduardo F. Delgado, Miguel Machado, Luiz O. Pradella

“…Data obtained were analyzed by the linear effect model of fixed effects and compared by Tukey’s test of means. …”
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