hippylib / hippyflow Star 35 Code Issues Pull requests 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 Jun 18, 2024 Python
redmod-team / profit Star 14 Code Issues Pull requests Discussions 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 Apr 29, 2024 Python
arturs-berzins / sniROM Star 9 Code Issues Pull requests 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 Star 0 Code Issues Pull requests Reproduction of main results of Computers & Fluids paper. turbulence reduced-order-surrogate-model subgrid-scale-modeling Updated Aug 28, 2020 Python