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Nonlinear Dynamics nonlinear kernel function
Nonlinear Kernel Function, supplied by Nonlinear Dynamics, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/nonlinear+kernel/nonlinear+kernel+function/10__3390_slash_jmse11030539-304-11-4
Average 90 stars, based on 1 article reviews
nonlinear kernel function - by Bioz Stars, 2026-09
90/100 stars

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Article Title: A Variance-Based Sensitivity Analysis Approach for Identifying Interactive Exposures
Article Snippet: Bayesian kernel machine regression (BKMR) is a widely used model for capturing nonlinear dynamics and interactions between multiple exposures and health outcomes.

Article Title: Assessment of Using Artificial Neural Network and Support Vector Machine Techniques for Predicting Wave-Overtopping Discharges at Coastal Structures
Article Snippet: Because of the strong nonlinear dynamics of the wave-overtopping phenomena, a nonlinear kernel function can outperform a linear kernel function.

Article Title: Kernel functions embed into the autoencoder to identify the sparse models of nonlinear dynamics
Article Snippet: Numerous researches have shown that there are three main challenges in data-driven model identification methods: high-dimensional measurements, system complexity and unknown underlying dynamical properties.. For most nonlinear dynamics, the feature space defined by the coefficients of their control equations is sparse.. Therefore, sparse regression methods are used to learn the sparse coefficients of the control equations of nonlinear dynamics.

Article Title: Predicting Calcein Release from Ultrasound-Targeted Liposomes: A Comparative Analysis of Random Forest and Support Vector Machine
Article Snippet: This suggests the RBF kernel's proficiency at lower power densities in capturing the complex dynamics of drug release, possibly where nonlinear dynamics become increasingly significant.

Article Title: Uncertainty quantization and reliability analysis for rotor/stator rub-impact using advanced Kriging surrogate model
Article Snippet: This study provides new insights into the uncertainty quantification and reliability analysis of a flexible rotor system undergoing rub-impact.. A probabilistic nonlinear formulation is proposed by considering the parameter uncertainties of different random distribution characteristics.. The harmonic balance and alternating frequency/time (HB-AFT) scheme are employed to analyze the nonlinear behaviors of the system.

Article Title: Effect of Crystal Orientation on Nonlinear Response of Nickel-Based Single Crystal Shrouded Bladed Disk
Article Snippet: Purpose Recent progress in aero-engine technologies has led to the widespread adoption of Nickel-based Single Crystal (SC) blades in turbine blade design.. Firstly, this study explores the influence law of crystal orientation on the nonlinear dynamics of the nickel-based single-crystal shrouded bladed disk.. Secondly, the research pays attention to the intricate changes in resonance amplitude corresponding to different crystal orientation angles.

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Article Title: An adaptive-node broad learning based incremental model for time-varying nonlinear distributed thermal processes
Article Snippet: Control Engineering Practice 155 (2025) 106174 A 0 Contents lists available at ScienceDirect Control Engineering Practice journal homepage: www.elsevier.com/locate/conengprac An adaptive-node broad learning based incremental model for time-varying nonlinear distributed thermal processes✩ KangKang Xu a,b, Hao Bao a, Xi Jin c, XianBing Meng a,∗, Zhan Li d, XiaoLiang Zhao e, LuoKe Hu f a Guangdong Provincial Key Laboratory of Computer Integrated Manufacturing System, State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, 510006, Guangdong, China b Foshan Nanhai Guangdong Technology University CNC equipment Cooperative innovation institute, Foshan, 528200, Guangdong, China c School of Intelligent Automobile, Guangzhou Panyu Polytechnic, Guangzhou, 511483, Guangdong, China d School of Information Science and Technology, Jinan University, Guangzhou, 510632, Guangdong, China e School of Software Technology, College of Computer Science and Technology, Zhejiang University, Ningbo, 315048, Zhejiang, China f Department of Mechanical Engineering, School of Engineering Zhejiang University, Hangzhou, 310015, Zhejiang, China A R T I C L E I N F O Keywords: Distributed parameter systems Incremental kernel Karhunen–Loève Broad learning Adaptive-node strategy Incremental model A B S T R A C T Distributed parameter systems (DPSs) widely exist in industrial thermal processes.. Modeling of such processes is challenging for the following reasons: (1) nonlinear spatiotemporal coupling dynamics, (2) model uncertainty, and (3) time-varying dynamics.. To address these problems, an adaptive-node broad learning (AN-BL) based incremental spatiotemporal model is developed for nonlinear time-varying DPSs.

Selection:

Article Title: Statistical and machine learning models for location-specific crop yield prediction using weather indices.
Article Snippet: Crop yield prediction gains growing importance for all stakeholders in agriculture.. Since the growth and development of crops are fully connected with many weather factors, it is inevitable to incorporate meteorological information into yield prediction mechanism.. The changes in climate-yield relationship are more pronounced at a local level than across relatively large regions.



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