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We model the Lotka–Volterra predator–prey system to study the dynamics of interacting populations over time. We then introduce a PyTree-based state representation to simulate a spring–mass–damper system where the system state is stored as structured data. Finally, we perform batched differential equation solves using JAX’s vmap to efficiently simulate multiple systems in parallel.
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