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"Modeling Big, Heterogeneous, Non-Gaussian Spatial and Spatio-Temporal " by Matthew Sainsbury-Dale, Andrew Zammit- Mangion et al.

Non-Gaussian spatial and spatio-temporal data are becoming increasingly prevalent, and their analysis is needed in a variety of disciplines. FRK is an R package for spatial and spatio-temporal modeling and prediction with very large data sets that, to date, has only supported linear process models and Gaussian data models. In this paper, we describe a major upgrade to FRK that allows for non-Gaussian data to be analyzed in a generalized linear mixed model framework. These vastly more general spatial and spatio-temporal models are fitted using the Laplace approximation via the software TMB. The existing functionality of FRK is retained with this advance into non-Gaussian models; in particular, it allows for automatic basis-function construction, it can handle both point-referenced and areal data simultaneously, and it can predict process values at any spatial support from these data. This new version of FRK also allows for the use of a large number of basis functions when modeling the s ....

Areal Data , Basis Functions , Big Data , Hange Of Support , Ixed Rank Kriging , On Gaussian Data , Spatial Statistics ,

W4Λ: Leveraging Λ Coupled-Cluster for Accurate Computational Thermochemistry Approaches

W4Λ: Leveraging Λ Coupled-Cluster for Accurate Computational Thermochemistry Approaches
acs.org - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from acs.org Daily Mail and Mail on Sunday newspapers.

Wiley Interdiscip , Group Elements , Gaussian Inc , Argonne National Laboratory , Be An Exchange , Thermochemical Network , Wonderful Chemical , Computer Aided Chemical Engineering , Active Thermochemical Tables , Values Based , Cost Effective Approximations , Main Group Elements , Practical Guide , Larger Basis Sets , Explicitly Correlated Coupled Cluster Theory , Dixon Composite , Chapter One , Thermochemical Properties Across , Periodic Table , Composite Approach , Chemically Diverse Training Sets , Are They More Accurate , Based Composite Wavefunction Methods Parametrized , Chemically Diverse Training , Correlation Consistent Basis Sets , Valence Correlation ,

Ansys and RBF Morph Partner to Bring Mesh Morphing Tech to Multiple Industries

Ansys and RBF Morph Partner to Bring Mesh Morphing Tech to Multiple Industries
hpcwire.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from hpcwire.com Daily Mail and Mail on Sunday newspapers.

Prith Banerjee , Marco Evangelos Biancolini , Basis Functions , Ansys Fluent , Ansys Mechanical , Ansys Workbench , Chief Technology Officer , Design Explorer , Twin Builder , Ansys Fluids , Ansys Structures ,

Introduction to Spherical Harmonics

This article tries to explain Spherical Harmonics in simple words without mathematical terms. And how SH is applied in Radiometric/Photometric ....

Spherical Harmonics , Taylor Expansion , Fourier Transform , Primary School , Polynomial Basis Functions , Basis Functions , Basic Functions , Basic Function Coefficients , Square Wave Function , Sine Basic , Sine Basic Functions , Polar Coordinates , Orthogonal Coordinates , Spherical Coordinates , Basic Function , Rotation Invariance , Small Question , Spherical Basic Functions , Spherical Gaussian ,