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GitHub topics: parametric-pde

hippylib/hippyflow

Dimension reduced surrogate construction for parametric PDE maps

Language: Python - Size: 162 KB - Last synced at: 12 days ago - Pushed at: 22 days ago - Stars: 37 - Forks: 7

tomoleary/dino

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

Language: Python - Size: 161 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 0

albespalov/Adaptive_ML-SCFEM

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

Language: MATLAB - Size: 4.62 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

albespalov/Stochastic_T-IFISS

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

Language: MATLAB - Size: 692 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Related Keywords
parametric-pde 4 multilevel-adaptivity 2 matlab 2 finite-element-method 2 adaptive-algorithm 2 surrogate-models 2 parametric-pdes 2 active-subspace 2 deep-learning 2 dimensionality-reduction 2 stochastic-galerkin-fem 1 stochastic-collocation-fem 1 dimension-reduction 1 adaptive-sparse-grids 1 neural-operator 1 machine-learning 1 derivative-learning 1 derivative-informed-neural-operator 1 karhunen-loeve 1 reduced-order-surrogate-model 1 reduced-order-modeling 1 reduced-basis 1 proper-orthogonal-decomposition 1 neural-networks 1