3 citations · 3 across the 5 of their papers we have counts for
4 papers · 1 filter
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…
Towards an Adaptive Dynamic Mode Decomposition
Mohammad N. Murshed, M. Monir Uddin
Dynamic Mode Decomposition (DMD) is a data based modeling tool that identifies a matrix to map a quantity at some time instant to the same quantity in future. We design a new versi…
Towards an improved Eigensystem Realization Algorithm for low-error guarantees
Mohammad N. Murshed, Moajjem Hossain Chowdhury, Md. Nazmul Islam Shuzan +1
Eigensystem Realization Algorithm (ERA) is a tool that can produce a reduced order model (ROM) from just input-output data of a given system. ERA creates the ROM while keeping the…
Projection assisted Dynamic Mode Decomposition of large scale data
Mohammad N. Murshed, M. Monir Uddin
We have deluge of data in time series format for numerous phenomena. The number of snapshots, resolution and many other factors come into play as we look to identify the dynamics i…