Statements (32)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:mathematical_concept
|
| gptkbp:extendsTo |
extended dynamic mode decomposition
kernel dynamic mode decomposition multiresolution dynamic mode decomposition sparse dynamic mode decomposition |
| gptkbp:field |
gptkb:machine_learning
data analysis fluid dynamics |
| https://www.w3.org/2000/01/rdf-schema#label |
dynamic mode decomposition
|
| gptkbp:input |
time series data
|
| gptkbp:introduced |
2008
|
| gptkbp:notableContributor |
J. Nathan Kutz
Peter J. Schmid Steven L. Brunton |
| gptkbp:notableFor |
video processing
forecasting system identification fluid flow analysis |
| gptkbp:output |
eigenvalues
dynamic modes mode amplitudes |
| gptkbp:relatedTo |
gptkb:Koopman_operator_theory
singular value decomposition |
| gptkbp:software |
Matlab DMD Toolbox
PyDMD scikit-dmd |
| gptkbp:type |
data-driven
linear decomposition |
| gptkbp:usedFor |
decomposing complex systems
extracting spatiotemporal patterns |
| gptkbp:bfsParent |
gptkb:Koopman_mode_decomposition
|
| gptkbp:bfsLayer |
8
|