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Author

S. Naveen

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Preprint Jul 2026

Toward Realistic Energy Forecasting: A Delay-Enhanced Fractional-Order Supply-Demand Model

In order to represent the complex dynamics of contemporary energy systems, a novel fractional-order energy supply-demand model with time delay is presented in this investigation. The fractional model, compared to traditional integer-order models, naturally accommodates for memory and genetic effects, and the incorporat...

S. Naveen, S. Noeiaghdam · 0 citations
Jul 2026

Fractional physics-informed neural network approach to inverse problems in epidemiological modeling

This study proposes a Fractional-Order Physics-Informed Neural Network (FPINN) framework for solving inverse parameter estimation problems in both fractional SIR and augmented SEIR epidemiological models and demonstrates that the proposed method accurately reconstructs epidemic trajectories and captures the influence o...

S. Naveen, V. Parthiban · 0 citations

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