Development of a Hybrid Model for Risk Assessment and Management in Complex Road Infrastructure Projects by Aleksandar Senić, Nevena Simić, Momčilo Dobrodolac, Zoran Stojadinović

“…Initially, various machine learning models, including linear regression, Random Forest, Gradient Boosting, Stacking Models, and neural networks, were applied to assess risk predictions. …”
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Influences of the Stiffness and Damping Parameters on the Torsional Vibrations’ Severity in Petroleum Drilling Systems by Mohamed Zinelabidine Doghmane

“…The top drive (with the rotary table) and the BHA (with the drill pipes) have been considered together as a linear spring with constant torsional stiffness and torsional damping coefficients. …”
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Results of clinical approbation of new local treatment method in the complex therapy of inflammatory parodontium diseases by Yu. G. Romanova, L. S. Kravchenko, I. V. Gerasymova, O. N. Davidenko, S. N. Koval

“…Purpose of research: estimation of clinical efficiency of local combined application of developed agent apigel for oral cavity care and low-frequency electromagnetic field magnetotherapy at treatment of inflammatory diseases of parodontium. …”
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A Novel Traffic Scheduling Algorithm for Multi-CQF Using Mixed Integer Programming and Variable Neighborhood Search Genetic Algorithm in Time-Sensitive Networking by Cheng Wang, Zhiquan Lin, Yuhao Zhao, Fen Hu, Zhan Huan

“…MIP quickly seeks out the optimal scheduling solution for small-traffic TSN networks using branch-and-bound and linear programming techniques, while the VNS-GA improves efficiency and performance for large-traffic ones by continuously adjusting the search neighborhood strategy. …”
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ISCCO: a deep learning feature extraction-based strategy framework for dynamic minimization of supply chain transportation cost losses by Yangyan Li, Tingting Chen

“…ISCCO significantly enhanced supply chain efficiency by implementing an innovative customer segmentation system. …”
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Rinse-free deposition of molecular layer-by-layer (mLbL) polyamide reverse osmosis membranes by Samarpan Deb Majumder, Christopher M. Stafford, Xitong Liu

“…This approach markedly shortens fabrication time and improves reagent efficiency. By measuring the growth rate of the polyamide membrane as a function of deposition cycles and monomer concentration, we demonstrate that we can deliver a more targeted quantity of monomer to the growing film surface while maintaining a linear growth rate profile. …”
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Seasonal Analysis of Silicon Photovoltaic Technology Module by Krupali Kanekar, Prakash Burade, Dhiraj Magare

“…The root-mean-square error parameter is considered for the linear regression method.…”
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Comparative analysis of maximum power point tracking methods for power optimization in grid tied photovoltaic solar systems by Abubakar Elsafi, Akram A. Almohammedi, Mohammed Balfaqih, Zain Balfagih, Saeed Sabri

“…Despite their benefits, conventional energy systems face challenges such as sensitivity to fluctuations in solar irradiance and temperature, which lead to non-linear electrical behavior and reduced efficiency. …”
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Evaluation of a plane-parallel ionization chamber for low-energy radiotherapy beams by Ana Paula Perini, Lucio Pereira Neves, William Souza Santos, Linda V.E. Caldas

“…In order to evaluate the performance of this ionization chamber, some characterization tests were performed: short- and medium-term stability, leakage current, saturation, ion collection efficiency, polarity effect and linearity of response. …”
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CLINICAL RESULTS OF THE USAGE OF NEW LOCAL METHOD OF TREATMENT AND PREVENTION OF INFLAMMATORY DISEASES OF ORAL MUCOUS MEMBRANE AND PARODONTIUM IN SMOKERS by O. L. Zolotuhina, L.S. Kravchenko, O.V. Goncharenko, A. A. Bas, E.A. Strochenko

“…Purpose of research: to estimate clinical efficiency of local application of developed agent for oral cavity care apigel for treatment and prevention of inflammatory diseases of oral mucous membrane and parodontium in smokers. …”
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Study on the effect of acid fracturing fluid on pore structure of middle to high rank coal by Zhao Kang, Li Liangwei, Li Kun, Zuo Shaojie, Jiang Zhizhong

“…However, the modification effect does not exhibit a linear relationship with coal rank. The porosity of fat coal and coking coal increased by approximately 30%, while the surface area of gas coal and fat coal increased by about 20%. …”
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The Geometry of Concepts: Sparse Autoencoder Feature Structure by Yuxiao Li, Eric J. Michaud, David D. Baek, Joshua Engels, Xiaoqing Sun, Max Tegmark

“…We find that the quality of such parallelograms and associated function vectors improves greatly when projecting out global distractor directions such as word length, which is efficiently performed with linear discriminant analysis. (2) The “brain” intermediate-scale structure has significant spatial modularity; for example, math and code features form a “lobe” akin to functional lobes seen in neural fMRI images. …”
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Refinement of carbon emission reduction of dockless bike-sharing users’ behavior under different scenarios by Guanqiu Liu, Hao Zhang, Yu Cheng, Xinhua Qi

“…The unit carbon emission reduction coefficient presents an inverted U-shape rather than a linear rise with distance. The annual personal carbon emission reduction of dockless bike-sharing users is 4,312.42 g and the total in Fuzhou is 33.03 Mt per year.DiscussionThese findings indicate that a improve of the city’s fast cycling lane system can promote the travel mobility and efficiency in the central downtown area.…”
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Photonic crystal biosensor featuring an eye-shaped cavity for precise identification of cancerous cells by Salma Rizk, Seham Abd-Elsamee, El Said A. Marzouk, Nihal F. F. Areed

“…A key advantage of the design is its linear response to refractive index variations, which enhances detection accuracy and supports reliable real-time biosensing. …”
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An intelligent partial charging navigation strategy for electric vehicles by Jinsheng Xiao, Bang Sun, Xun Gao, Hua Yang, Liyuan Wang

“…Traditional studies on electric vehicle route planning oversimplify the charging process, assuming a linear relationship between charging level and time, neglecting its actual nonlinear nature. …”
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The Role of Nanomaterials in the Wearable Electrochemical Glucose Biosensors for Diabetes Management by Tahereh Jamshidnejad-Tosaramandani, Soheila Kashanian, Kobra Omidfar, Helgi B. Schiöth

“…The review critically evaluates sensor performance parameters, including sensitivity, limit of detection, and linear range. Finally, current limitations and future perspectives are discussed. …”
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Unveiling Factors Affecting Audit Fees: Characteristics Of Firms And Public Accounting Firms by Irwan Adimas Ganda Saputra, Luqman Hakim, Eko Wahjudi, Vivi Pratiwi, Ni Nyoman Alit Triani

“…Using quantitative analysis, cross-sectional data from 281 companies listed on the IDX in 2022 were analyzed through purposive sampling and multiple linear regressions. The results show that firm size and audit firm size positively impact audit fees. …”
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Model predictive control for water management and energy security in arid/semiarid regions by D.M. Bajany, L. Zhang, X. Xia

“…It is mathematically developed as a multi-constraint non-linear programming model based on model predictive control principles. …”
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Modern Notation of Business Models: A Visual Trend by Tatiana Gavrilova, Artem Alsufyev, Anna-Sophia Yanson

“…To evaluate the proposed framework’s efficiency, the authors conducted a pilot study involving a survey of 22 experienced top-managers of Russian companies and examined their perceptions of three ways of describing the same business model: a linear text, a Canvas business model by Osterwalder, and a business model mind mapping template. …”
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Investigation Nonlinear Properties (First and Second Hyperpolarizabilities) of The Nitro-thieno [3,2-b] thiophene -fullerene (C20) Molecule by Samira Resan, Mohanned Al-Anber Al-Anber

“…The molecule exhibits excellent nonlinear responses, where it was found that the highest linear response of the coefficients above at the wavelength 455.6 nm. …”
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