... and OrcaFlex. Meanwhile, combinations of sample points are selected in the design domain by means of the orthogonal experimental design. Then, a surrogate model based on radial basis function is constructed to predict the effective tension and bending moment of the submarine hose with the correlation...

... modification is then implemented by the radial basis function (RBF) interpolation technology and the resistance evaluation is carried out by the NM (Neumann-Michell) potential flow theory solver to minimize the wave-making resistance combining with the NSGA-II algorithm. Finally, after completing...

... model objective function regression model machine learning algorithm resistance calculation basis function ABSTRACT This paper introduces a method of using Bayesian Optimization to build an approximate model called Multilayer Perceptron(MLP) in the process of automatic ship hull form...

... direction investigation wind energy fatigue load covariance function neural network simulation turbine kriging meta-model nrmse approximation error correlation length neuron computing time machine learning renewable energy training data basis function approximation quality perpendicular...

... solution for solving subsurface flow problems in heterogeneous soil using a novel meshless method is presented. The numerical solutions are approximated by a set of non- singular basis function of the Laplace equation from the collocation Trefftz method. To deal with the subsurface flow problems...

... Cartesian grid using radial basis function (RBF). The radial basis function is used to interpolate control points of surface and the surface is then represented as isosurface of an implicit function. Besides, the Newton-Raphson iterative method is used for solution of the intersections of isosurface...

.... To update the domain grid automatically during the optimization, the radial basis function interpolation method is adopted. The present variable fidelity method is globally convergent to the solution of the original and high-fidelity problem. The radial basis function interpolations are effective...

... level, offshore LNG units should be allowed to operate without any filling limitation. stress time history impact signal time history frequency domain calculation lng wavelet function cargo containment system strength assessment procedure unit response rise time wavelet basis function...

..., 1989; Schumaker, et. al. 1976). For this project, we found that scattered data interpolation was best- achieved using radial basis functions. Radial basis functions (RBFs) are a simple and useful tool for interpolating data in almost any number of dimensions. Given a set of data points with associated...

... problem is conducted using the basis functions from NURBS. The objective of isogeometric analysis introduced by Hughes is to integrate both geometric modeling (CAD) and computational analysis (CAE). This can be accomplished from direct usage of geometric modeling by NURBS as the computational mesh...

... functions in the Galerkin formulation. These wavelet basis functions have the so-called multiresolution properties. The solutions can be refined in regions of high gradients such as stresses or strains by superposing different lengths scale wavelets. Adaptive strategies using the multiresolution properties...

... with increasing extent of damage to buildings. regression structural damage building damage data mining module mars liquefaction evaluation system thickness basis function artificial intelligence category machine learning environmental data settlement earthquake consultant engineer...

... logics and neural network such as adoptability of the human operators experience, inference capability for unknown situations using given knowledge, universal approximation, and learning capability. controller position error basis function fmfnn controller vehicle fmfnn neuro-fuzzy...

..., the following analytic expression can be utilized. (equation 3 shown in paper). dimension boundary element method seoul national university free surface gmre algorithm basis function equation quadrature boundary algorithm accuracy phase speed reservoir simulation collocation point triangle...