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reduced-order-surrogate-model

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 Aug 6, 2024
Python

redmod-team / profit

Probabilistic Response mOdel Fitting with Interactive Tools

uncertainty-quantification uq gaussian-processes active-learning surrogate polynomial-chaos-expansion model-emulation reduced-order-surrogate-model reduced-order-models

Updated Oct 23, 2024
Python

arturs-berzins / sniROM

Standardized Non-Intrusive Reduced Order Modeling

reduced-basis lid-driven-cavity reduced-order-surrogate-model reduced-order-models

Updated Nov 30, 2022
Python

wedeling / CAF_reduced_SGS

Reproduction of main results of Computers & Fluids paper.

turbulence reduced-order-surrogate-model subgrid-scale-modeling

Updated Aug 28, 2020
Python

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