Preconditioned dynamic mode decomposition and mode selection algorithms for large datasets using incremental proper orthogonal decomposition
In this letter, we propose a simple and efficient framework of dynamic mode decomposition (DMD) and mode selection for large datasets. The proposed framework explicitly introduces a preconditioning step using an incremental proper orthogonal decomposition (POD) to DMD and mode selection algorithms....
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| Format: | Article |
| Language: | English |
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AIP Publishing LLC
2017-07-01
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| Series: | AIP Advances |
| Online Access: | http://dx.doi.org/10.1063/1.4996024 |