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math.OC2021
A survey of the noise-correcting tools for Dynamic Mode Decomposition
Moajjem H. Chowdhury, Nazmul Islam Shuzan, Mohammad N. Murshed +3
Dynamic Mode Decomposition (DMD) is a data-driven modeling tool that generates a model from spatio-temporal data. The data needs to be as clean as possible for DMD to come up with…
math.OC2020
Data Assimilation: Two Different Perspectives Based on the Initial-Condition Dependence
Mohammad N. Murshed, Zarin Subah, M. Monir Uddin
Data Assimilation (DA) is a computational tool that uses value from the model and the real measurement to arrive to an optimally acceptable value. Rather, this technique relies on…