Spatial interpolation of large climate data sets using bivariate thin plate smoothing splines

PA Hancock, MF Hutchinson - Environmental Modelling & Software, 2006 - Elsevier
Thin plate smoothing splines are widely used to spatially interpolate surface climate,
however, their application to large data sets is limited by computational efficiency. Standard …

Adaptive sparse grids

M Hegland - Anziam Journal, 2002 - journal.austms.org.au
Sparse grids, as studied by Zenger and Griebel in the last 10 years have been very
successful in the solution of partial differential equations, integral equations and …

Hybrid multi-agent architecture as a real-time problem-solving model

C Carrascosa, J Bajo, V Julián, JM Corchado… - Expert Systems with …, 2008 - Elsevier
This paper presents a multi-agent architecture that facilitates the development of real-time
multi-agent systems based on the SIMBA approach. The approach allows the integration of …

A robust method of thin plate spline and its application to DEM construction

C Chen, Y Li - Computers & Geosciences, 2012 - Elsevier
In order to avoid the ill-conditioning problem of thin plate spline (TPS), the orthogonal least
squares (OLS) method was introduced, and a modified OLS (MOLS) was developed. The …

Replanning mechanism for deliberative agents in dynamic changing environments

JM Corchado, M Glez‐Bedia, Y De Paz… - Computational …, 2008 - Wiley Online Library
This paper proposes a replanning mechanism for deliberative agents as a new approach to
tackling the frame problem. We propose a beliefs desires and intentions (BDI) agent …

Optimising the degree of data smoothing for locally adaptive finite element bivariate smoothing splines

MF Hutchinson - ANZIAM Journal, 2000 - journal.austms.org.au
Finite difference and finite element schemes for bivariate thin plate smoothing splines are
described. Nested grid SOR iterative methods are known to be able to solve these systems …

Approximation of a thin plate spline smoother using continuous piecewise polynomial functions

S Roberts, M Hegland, I Altas - SIAM journal on numerical analysis, 2003 - SIAM
A new smoothing method is proposed which can be viewed as a finite element thin plate
spline. This approach combines the favorable properties of finite element surface fitting with …

Authoring and animating painterly characters

K Bassett, I Baran, J Schmid, M Gross… - ACM Transactions on …, 2013 - dl.acm.org
Artists explore the visual style of animated characters through 2D concept art, since it affords
them a nearly unlimited degree of creative freedom. Realizing the desired visual style …

[HTML][HTML] A mixed finite element discretisation of linear and nonlinear multivariate splines using the Laplacian penalty based on biorthogonal systems

BP Lamichhane - MethodsX, 2023 - Elsevier
We consider a mixed finite element method for a linear multivariate spline using the
Laplacian penalty. Our discretisation is based on biorthogonal systems leading to a very …

Finite element thin plate splines in density estimation

M Hegland, G Hooker, S Roberts - ANZIAM Journal, 2000 - journal.austms.org.au
The problem of estimating probability density functions differs significantly from functional
estimation in which a response variable is present and has for this reason has been dealt …