A new plentiful solutions for nanosolitons of ionic (NSIW) waves spread the length of microtubules in (MLC) living cells by Loubna Ouahid, M. A. Abdou, Jameelah S. Al Shahrani, A. Mohamed Abdel-Baset, Ali Akgül, Murad Khan Hassani

“…The results demonstrate the effectiveness of the proposed techniques for determining many optical solitons of nonlinear evolution equations.…”
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Thermal diffusion and thermal radiation on MHD flow of Casson over an exponentially permeable stretching surface with chemical reaction: A numerical solution by B.Saidi Reddy, S.Hari Singh Naik, B. Shankar Goud

“…Using similarity analysis, the basic model equations have been converted into nonlinear, dimensionless ordinary differential equations that, with the aid of suitable transformations, describe the flow of the fluid. …”
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The Long-Term Settlement Deformation Automatic Monitoring System for the Chinese High-Speed Railway by Xu Wang, Liangqin Wu, Yi Zhou, Yanru Wang

“…However, the evaluation methods used for large-scale security operations and important infrastructure systems, such as the high-speed railways, are discrete and nonlinear; thus they cannot issue emergency warnings in a timely manner. …”
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Traffic congestion forecasting using machine learning methods by Ramil R. Zagidullin, Almaz N. Khaybullin

“…A hybrid methodology is proposed that combines time series analysis and deep learning, which is highly relevant for modeling nonlinear dependencies and patterns in traffic data. …”
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Neutrosophic cognitive map for the analysis of substances subject to control by Bryan Joel Morales Sánchez, Cristian Fernando Benavides Salazar, Julio Cesar Benavides Salazar, Erika Estefanía Barreiro Cedeño, Erika Estefanía Barreiro Cedeño

“…The methodology used in this work is based on the construction of a neutrosophic cognitive map, which not only organizes and visualizes the interactions between the different elements of the commercialization process but also allows for modeling the uncertainty and nonlinear interactions between them. …”
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New Methods for Predicting Strain Demand of Arctic Gas Pipelines across Permafrost under Frost Heave Displacement by Xinze Li, Qingbai Wu, Huijun Jin

“…Utilizing C# language and object-oriented visual programming techniques, a new customized parametric strain calculation software was developed. …”
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Hybrid analytical and neural-network approaches to the non-local short pulse equation by H. W. A. Riaz, Aamir Farooq

“…Surface plots, contour maps, and error visualizations are presented to illustrate approximation quality. …”
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On simulations of 3D fractional WBBM model through mathematical and graphical analysis with the assists of fractionality and unrestricted parameters by Nur Hasan Mahmud Shahen, Foyjonnesa, Md. Al Amin, M. M. Rahman

“…Abstract This study retrieves some novel exact solutions to the family of 3D space–time fractional Wazwaz–Benjamin–Bona–Mahony (WBBM) equations in the context of diverse nonlinear physical phenomena resulting from water wave mechanics. …”
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A Study of Coupled Creep Damaged Constitutive Model of Artificial Frozen Soil by Dongwei Li, Junhao Chen, Yan Zhou

“…A finite element program of artificial frozen soil considering creep damage was written in the Visual Fortran 6.6A environment and embedded into the nonlinear finite element software ADINA as a user subroutine. …”
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A biophysical mechanism for preferred direction enhancement in fly motion vision. by Alexander Borst

“…Consequently, nerve cells that respond to visual stimuli moving in one but not in the opposite direction, so-called 'direction-selective' neurons, are found abundantly. …”
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Human-in-the-Loop Reinforcement Learning to Track Excavation Paths for a Hydraulic Excavator in a Short Period of Time by Tatsuya Mori, Tatsuya Yoshimoto, Hiroshi Yoshida

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Research on Finger image Enhancement Algorithm Based on Fusion Histogram Equalization and Homomorphic Filtering by ZHAO Chun li, DONG Jing wei, XU Bo, MA Xiao feng

“…At the same time, the low frequency and high frequency components are separated, the high frequency filter is used to suppress the low frequency information, and then the histogram equalization algorithm is used to nonlinearly stretch the low frequency components of the image, and the pixel values of the image are redistributed to enhance the fog Image.Simulation used by Matlab,the comparison of visual effects and run time and information entropy shows that the improved algorithm is better than the result of the two algorithms alone.…”
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Analysis and Tunable Models for Phosphor-Converted White Light-Emitting Diode Based on Spectral Compensation by Xuehua Shen, Huanting Chen, Wenjie Zhang, Xiaoxi Ji, Yan Yi

“…From the modeling process and results, the nonlinear characteristics are observed. Experimental verifications present good agreement existing between calculations and measurements, both in terms of values and variation trends. …”
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A Hybrid Deep Learning Approach for Bearing Fault Diagnosis Using Continuous Wavelet Transform and Attention-Enhanced Spatiotemporal Feature Extraction by Muhammad Farooq Siddique, Faisal Saleem, Muhammad Umar, Cheol Hong Kim, Jong-Myon Kim

“…This architecture effectively captures both spatial and temporal dependencies, enhances noise resilience, and extracts discriminative features from nonstationary and nonlinear vibration signals. The model is initially trained on a controlled laboratory bearing dataset and further validated on real and artificial subsets of the Paderborn bearing dataset, demonstrating strong generalization across diverse fault conditions. t-SNE visualizations confirm clear separability between fault categories, supporting the model’s capability for precise and reliable feature learning and strong potential for real-time predictive maintenance in complex industrial environments.…”
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Multimodal-Based Non-Contact High Intraocular Pressure Detection Method by Zibo Lan, Ying Hu, Shuang Yang, Jiayun Ren, He Zhang

“…KAN approximates complex nonlinear relationships with fewer parameters, making it effective in small-sample scenarios with intricate variable dependencies. …”
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Comparisons of Faulting-Based Pavement Performance Prediction Models by Weina Wang, Yu Qin, Xiaofei Li, Di Wang, Huiqiang Chen

“…MC model seems a good tool for pavement performance prediction when the data is limited, but it is based on visual inspections and not explicitly related to quantitative physical parameters. …”
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An experimental study of drainage properties of fibrillar-structured materials for glaucoma surgery by N. S. Khodzhaev, M. N. Kolomeytsev

“…The study of various drainages showed a statistically significant effect of the density of the internal structure and type on the drainage capacity. Also, a nonlinear increase in the filtering capacity with a regular increase in perfusion pressure was revealed. …”
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A Method for Enhancing the Contrast of Medical Video Images with Adaptive Correction Depth for Clinical Decision Support Systems by A. A. Pozdeev

“…The development of a method for enhancing the contrast of endoscopic images was based on a nonlinear transformation of the intensity of pixels, taking into account their local neighborhood. …”
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Mathematical modeling of blood flow with copper and graphene nanoparticles in inclined stenotic arteries by Pooriya Majidi Zar, Zahra Poolaei Moziraji, Ali Ahmadi Azar

“…The efficacy of HPM and AGM in resolving nonlinear momentum equations is validated, supporting their utility in modeling complex bio–nanofluid systems. …”
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Analyzing Key Features of Open Source Software Survivability with Random Forest by Sohee Park, Gihwon Kwon

“…Kaplan–Meier survival analysis is employed to quantify issue activity and visualize trends in unresolved issue rates, providing a measure of project maintenance dynamics. …”
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