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URL: https://github.com/topics/karhunen-loeve

⇱ karhunen-loeve · GitHub Topics · GitHub

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karhunen-loeve

Here are 9 public repositories matching this topic...

hippylib / hippyflow

Dimension reduced surrogate construction for parametric PDE maps

deep-learning neural-networks dimensionality-reduction reduced-basis dimension-reduction proper-orthogonal-decomposition surrogate-models reduced-order-surrogate-model active-subspace karhunen-loeve reduced-order-modeling parametric-pde parametric-pdes

Updated
Python

yeungyh / pickle

Codes and data for the paper "Physics-Informed Machine Learning Method for Large-Scale Data Assimilation Problems"

machine-learning inverse-problems gaussian-process-regression karhunen-loeve

Updated
Jupyter Notebook

alisiahkoohi / kl-expansion

Karhunen-Loève expansion for approximation in functions spaces

stochastic-processes eigenfunctions karhunen-loeve

Updated
Python

javzapata / fgm

R package for Partially Separable Multivariate Functional Data and Functional Graphical Models

r neuroscience graphical-models functional-data-analysis gaussian-processes neuroimaging-data covariance-estimation karhunen-loeve

Updated
R

alexvillarroel / StochasticSlipGenerator

[StochasticSlipGenerator] Some python,matlab and linux codes for stochastic slips and tsunami generationgeneration

python stochastic-processes earthquake tsunami karhunen-loeve-transform clawpack karhunen-loeve seafloor-deformation

Updated
Jupyter Notebook

yeungyh / cklemap

Codes and data for the paper "Gaussian Process Regression and Conditional Karhunen-Loève Models for Data Assimilation in Inverse Problems"

machine-learning inverse-problems karhunen-loeve maximum-a-posteriori

Updated
Jupyter Notebook

sudhipv / ssfem_fenics

Stochastic finite element method for 2D Poisson and 3D Elasticity problems.

elasticity fem uncertainty-quantification poisson domain-decomposition polynomial-chaos-expansion karhunen-loeve stochastic-pdes

Updated
Fortran

mgroupntua / MSolve.Stochastic

Stochastic sampling and statistical response analysis of systems with uncertain parameters

monte-carlo-simulation stochastic-processes random-variables karhunen-loeve

Updated
C#

jacotay7 / aobasis

A library to compute optical bases for a given set of points in 2D space. Main application is intended for adaptive optics, with support for Zernike, KL, Zonal, and Hadamard bases.

optics adaptive-optics zernike karhunen-loeve

Updated
Jupyter Notebook

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