6 citations · 13 across the 4 of their papers we have counts for
4 papers
Kron-based Model-order Reduction of Open Mass-action Kinetics Chemical Reaction Networks
Mohamad Agung Prawira Negara, Azka Muji Burohman, Bayu Jayawardhana
We propose a Kron-based model-order reduction method for mass-action kinetics chemical reaction networks (CRN) with constant inflow and proportional outflow. The reduced-order mode…
From data to reduced-order models via generalized balanced truncation
Azka Muji Burohman, Bart Besselink, Jacquelien M. A. Scherpen +1
This paper proposes a data-driven model reduction approach on the basis of noisy data. Firstly, the concept of data reduction is introduced. In particular, we show that the set of…
From data to reduced-order models via moment matching
Azka Muji Burohman, Bart Besselink, Jacquelien M. A. Scherpen +1
A new method for data-driven interpolatory model reduction is presented in this paper. Using the so-called data informativity perspective, we define a framework that enables the co…
Informativity for data-driven model reduction through interpolation
Azka Muji Burohman, Bart Besselink, Jacquelien M. A. Scherpen +1
A method for data-driven interpolatory model reduction is presented in this extended abstract. This framework enables the computation of the transfer function values at given inter…