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Search results for deep learning proper orthogonal decomposition

deep-learning x

proper-orthogonal-decomposition x

4 search results found

Hippyflow ⭐ 32

Dimension reduced surrogate construction for parametric PDE maps

Pod Dl Rom ⭐ 17

Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition. Available on doi.org/10.1016/j.cma.2021.114181.

Dl Rom Meth ⭐ 14

Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10915-021-01462-7.

Python tools for non-intrusive reduced order modeling

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