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Manish Dev Shirimali

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#machine learning Preprint Sep 2026

Prediction of Nonlinear Oscillations in a Jumping Quarter-Car Model Using Reservoir Computing

Reliable prediction of vehicle dynamics is essential for smart driving applications such as autonomous control and advanced driver-assistance systems. Off-road vehicles used in agricultural and construction settings are particularly prone to nonlinear behavior, including bifurcations and chaotic motion arising from int...

Masahisa Watanabe, S. Dixit, Nirmal Punetha et al. · 0 citations

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