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romtools.hyper_reduction

The hyper-reduction library comprises a set of routines for hyper-reduction. Presently, we support algorithms for

The discrete empirical interpolation method (DEIM)
The energy conserving sample mesh and weighting method (ECSW)

There are a number of approaches to sample mesh degrees of freedom and computed weight matrices for hyper-reduction approaches. The hyper_reduction module provides these functionalities. Note that certain aspects of hyper-reduction are inherently problem-dependent. Implementations of these aspects, including the generation of residual snapshots and the construction of a sample mesh, are left to the user.

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45
46'''
47The hyper-reduction library comprises a set of routines for hyper-reduction. Presently, we support algorithms for
48
49- The discrete empirical interpolation method (DEIM)
50- The energy conserving sample mesh and weighting method (ECSW)
51
52There are a number of approaches to sample mesh degrees of freedom and computed weight matrices for hyper-reduction approaches.
53The hyper_reduction module provides these functionalities. Note that certain aspects of hyper-reduction are inherently
54problem-dependent. Implementations of these aspects, including the generation of residual snapshots and the construction
55of a sample mesh, are left to the user.
56'''
57from romtools.hyper_reduction.ecsw import *