Physics-Informed Spatial and Functional Data Analysis

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Documentation for package ‘fdaPDE’ version 1.1-19

• DESCRIPTION file.
• Package NEWS.

Help Pages

covs.test	Covariate test function for the horseshoe domain
create.FEM.basis	Create a FEM basis
create.mesh.1.5D	Create a 1.5D linear network mesh
create.mesh.2.5D	Create a 'mesh.2.5D' object from the nodes locations and the connectivity matrix
create.MESH.2D	Deprecated Functions
create.mesh.2D	Create a 2D triangular mesh
create.mesh.3D	Create a 'mesh.3D' object from the connectivity matrix and nodes locations
DE.FEM	Nonparametric density estimation with differential regularization
DE.FEM.time	Nonparametric spatio-temporal density estimation with differential regularization
DE.heat.FEM	Density initialization
DE.heat.FEM.time	Spatio-temporal density initialization
eval.FEM	Evaluate a FEM object at a set of point locations
eval.FEM.time	Evaluate a FEM.time object at a set of point locations
fdaPDE-deprecated	Deprecated Functions
FEM	Define a surface or spatial field by a Finite Element basis expansion
FEM.time	Define a spatio-temporal field by a Finite Element basis expansion
FPCA.FEM	Smooth Functional Principal Component Analysis
fs.test	FELSPLINE test function
fs.test.3D	FELSPLINE 3D test function
horseshoe2.5D	Horseshoe2.5D domain
horseshoe2D	Horseshoe domain
hub2.5D	Hub domain
image.FEM	Image Plot of a 2D FEM object
image.FEM.time	Image plot of a 2D FEM.time object at a given time
inferenceDataObject	Class for inference data
inferenceDataObject-class	Class for inference data
inferenceDataObjectBuilder	Constructor for inferenceDataObject class
inferenceDataObjectTime	Class for inference data in ST case
inferenceDataObjectTime-class	Class for inference data in ST case
inferenceDataObjectTimeBuilder	Constructor for inferenceDataObjectTime class
plot.FEM	Plot a 'FEM' object
plot.FEM.time	Plot a 'FEM.time' object at a given time
plot.mesh.1.5D	Plot a mesh.1.5D object
plot.mesh.2.5D	Plot a mesh.2.5D object
plot.mesh.2D	Plot a mesh.2D object
plot.mesh.3D	Plot a mesh.3D object
plot.MESH2D	Deprecated Functions
projection.points.1.5D	Project 2D points onto 1.5D linear network mesh
projection.points.2.5D	Project 3D points onto 2D 2.5D triangular mesh
quasicircle2D	Quasicircle2D domain
quasicircle2Dareal	Quasicircle2Dareal domain
refine.by.splitting.mesh.1.5D	Create a 'mesh.1.5D' object by splitting each edge of a given mesh into two subedges.
refine.by.splitting.mesh.2.5D	Create a 'mesh.2.5D' object by splitting each triangle of a given mesh into four subtriangles.
refine.by.splitting.mesh.2D	Create a 'mesh.2D' object by splitting each triangle of a given mesh into four subtriangles.
refine.by.splitting.mesh.3D	Create a 'mesh.3D' object by splitting each tetrahedron of a given mesh into eight subtetrahedrons.
refine.mesh.1.5D	Refine 1.5D mesh
refine.MESH.2D	Deprecated Functions
refine.mesh.2D	Refine a 2D triangular mesh
R_eval.FEM	Deprecated Functions
R_eval.FEM.basis	Deprecated Functions
R_mass	Deprecated Functions
R_smooth.FEM.basis	Deprecated Functions
R_stiff	Deprecated Functions
smooth.FEM	Spatial regression with differential regularization
smooth.FEM.basis	Deprecated Functions
smooth.FEM.PDE.basis	Deprecated Functions
smooth.FEM.PDE.sv.basis	Deprecated Functions
smooth.FEM.time	Space-time regression with differential regularization
sphere3Ddata	Sphere3Ddata