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parametric-pde

Here are 4 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 Dec 11, 2024
Python

tomoleary / dino

Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning

machine-learning deep-learning dimensionality-reduction surrogate-models active-subspace parametric-pde parametric-pdes neural-operator derivative-learning derivative-informed-neural-operator

Updated Jan 9, 2024
Python

albespalov / Adaptive_ML-SCFEM

MATLAB toolbox for computing adaptive stochastic collocation finite element approximations for elliptic PDEs with random inputs

matlab finite-element-method adaptive-algorithm adaptive-sparse-grids parametric-pde multilevel-adaptivity stochastic-collocation-fem

Updated May 3, 2023
MATLAB

albespalov / Stochastic_T-IFISS

An extension of T-IFISS to diffusion problems with random inputs

matlab finite-element-method adaptive-algorithm parametric-pde stochastic-galerkin-fem multilevel-adaptivity

Updated Jan 10, 2023
MATLAB

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