As of May 31, 2023, we have updated our Code of Conduct.

Questions tagged [reduced-order-modeling]

The tag has no usage guidance.

Filter by
Sorted by
Tagged with
3 votes
1 answer
101 views
+200

When is hyper-reduction needed in reduced order models?

Consider a high-dimensional ODE, which comes from semi-discretization $$ \frac{d\mathbf{u}}{dt} = f(\mathbf{u}), \qquad \mathbf{u}\in\mathbb{R}^N \tag{1} $$ If we want to build Reduced Order Models (...
NNN's user avatar
  • 519
1 vote
1 answer
87 views

Kolmogorov n-width

Could someone please point me to an understandable definition of the Kolmogorov n-width? I'm having a hard time figuring out what is the output of the definition - is it an integer? Edit: I realize ...
NNN's user avatar
  • 519
3 votes
1 answer
135 views

orthogonal basis functions on arbitrary domains and boundary conditions

I'm interested in solving an inverse coefficient problem for a PDE. Let's say the field to be estimated is $\theta$. The conventional approach would be to use a finite element discretization for $\...
Daniel Shapero's user avatar