Radial basis function interpolation supplemented lattice boltzmann method for electroosmotic flows in microchannel.
Sign Up to like & getrecommendations! Published in 2021 at "Electrophoresis"
DOI: 10.1002/elps.202100155
Abstract: Large gradients of physical variables near the channel walls are characteristic of EOF. The previous numerical simulations of EOFs with the lattice Boltzmann method (LBM) utilize uniform lattice and are not efficient, especially when the… read more here.
Keywords: radial basis; basis function; boltzmann method; lattice boltzmann ... See more keywords
Adaptive radial basis function–generated finite differences method for contact problems
Sign Up to like & getrecommendations! Published in 2019 at "International Journal for Numerical Methods in Engineering"
DOI: 10.1002/nme.6067
Abstract: This paper proposes an original adaptive refinement framework using Radial Basis Functions-generated Finite Differences method. Node distributions are generated with a Poisson Disk Sampling-based algorithm from a given continuous density function, which is altered during… read more here.
Keywords: radial basis; generated finite; finite differences; differences method ... See more keywords
Upwind skewed radial basis functions (USRBF) for solution of highly convective problems over meshfree nodes
Sign Up to like & getrecommendations! Published in 2019 at "Engineering with Computers"
DOI: 10.1007/s00366-019-00873-3
Abstract: An upwind skewed radial basis function (USRBF)-based solution scheme is presented for stabilized solutions of convection-dominated problems over meshfree nodes. The conventional, radially symmetric radial basis functions (RBFs) are multiplied with an upwinding factor which… read more here.
Keywords: radial basis; basis functions; meshfree nodes; basis ... See more keywords
Modeling and adaptive control of nonlinear dynamical systems using radial basis function network
Sign Up to like & getrecommendations! Published in 2017 at "Soft Computing"
DOI: 10.1007/s00500-016-2447-9
Abstract: In this paper, the use of radial basis function network (RBFN) for simultaneous online identification and indirect adaptive control of nonlinear dynamical systems is demonstrated. The motivation of using RBFN comes from the simplicity of… read more here.
Keywords: radial basis; network; adaptive control; basis function ... See more keywords
Application of radial basis functions in solving fuzzy integral equations
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-018-3459-4
Abstract: Abstract In the present paper, a numerical method based on radial basis functions (RBFs) is proposed to approximate the solution of fuzzy integral equations. By applying RBF in fuzzy integral equation, a linear system $$\Psi… read more here.
Keywords: radial basis; basis functions; application radial; fuzzy integral ... See more keywords
Fecal coliform predictive model using genetic algorithm-based radial basis function neural networks (GA-RBFNNs)
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04520-2
Abstract: A genetic algorithm (GA)-based water quality model is built to predict fecal coliform from five independent factors, namely two-day cumulative precipitation, temperature, urban, forest, and agricultural land use factors. The current work succeeds the previous… read more here.
Keywords: radial basis; neural networks; genetic algorithm; fecal coliform ... See more keywords
On a high-order Gaussian radial basis function generated Hermite finite difference method and its application
Sign Up to like & getrecommendations! Published in 2021 at "Calcolo"
DOI: 10.1007/s10092-021-00443-4
Abstract: Recently, several improvements over the radial basis function generated finite difference method have been appeared numerically and theoretically in literature. Suitable convergence orders can be obtained once they are combined with stable evaluation schemes. However,… read more here.
Keywords: radial basis; finite difference; function; function generated ... See more keywords
Application of different radial basis function networks in the illegal waste dump-surface modelling
Sign Up to like & getrecommendations! Published in 2019 at "Central European Journal of Operations Research"
DOI: 10.1007/s10100-018-0586-z
Abstract: In quality assessment of digital elevation models (DEMs), geodetic field measurements have an important, but also a limited, role. They can achieve high accuracy, but the acquisition of data is time consuming, expensive and, in… read more here.
Keywords: basis function; surface; function networks; surface modelling ... See more keywords
Identification of black plastics realized with the aid of Raman spectroscopy and fuzzy radial basis function neural networks classifier
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Material Cycles and Waste Management"
DOI: 10.1007/s10163-017-0620-6
Abstract: To accomplish the effective classifier and secure the accurate classification capabilities of black plastics, a comprehensive design methodology of fuzzy radial basis function neural networks is developed with the aid of principal component analysis and… read more here.
Keywords: radial basis; basis function; spectroscopy; fuzzy radial ... See more keywords
RadialNet: a point cloud classification approach using local structure representation with radial basis function
Sign Up to like & getrecommendations! Published in 2020 at "Signal, Image and Video Processing"
DOI: 10.1007/s11760-019-01607-0
Abstract: The major challenge of 3D point cloud classification using a deep neural network is to handle the naturally unordered data structure. Recently, the PointNet has achieved promising results by directly learning on point sets. However,… read more here.
Keywords: radial basis; classification; point; point cloud ... See more keywords
Nondestructive Prediction of Tilapia Fillet Freshness During Storage at Different Temperatures by Integrating an Electronic Nose and Tongue with Radial Basis Function Neural Networks
Sign Up to like & getrecommendations! Published in 2018 at "Food and Bioprocess Technology"
DOI: 10.1007/s11947-018-2148-8
Abstract: This study developed principal component analysis and radial basis function neural networks (PCA-RBFNNs) for predicting freshness in tilapia fillets stored at different temperatures by integrating an electronic nose and electronic tongue. Total volatile basic nitrogen… read more here.
Keywords: radial basis; basis function; different temperatures; electronic nose ... See more keywords