7 citations · 14 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 2 cited
Machine learning in parameter estimation of nonlinear systems
Kaushal Kumar
Accurately estimating parameters in complex nonlinear systems is crucial across scientific and engineering fields. We present a novel approach for parameter estimation using a neur…
eess.SY2023★ 7 cited
Data-driven modeling and parameter estimation of Nonlinear systems
Kaushal Kumar
Nonlinear systems play a significant role in numerous scientific and engineering disciplines, and comprehending their behavior is crucial for the development of effective control a…
math.OC2023★ 5 cited
Exploring Optimization Techniques for Parameter Estimation in Nonlinear System Modeling
Kaushal Kumar
Optimization techniques play a crucial role in estimating parameters and state information for nonlinear systems. However, some critical aspects of these problems have received lit…