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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…
cs.LG2023
Forecasting Crude Oil Prices Using Reservoir Computing Models
Kaushal Kumar
Accurate crude oil price prediction is crucial for financial decision-making. We propose a novel reservoir computing model for forecasting crude oil prices. It outperforms popular…