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1 Pith paper cite this work, alongside 7 external citations. Polarity classification is still indexing.

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7 external citations · OpenAlex

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math.DS 1

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2025 1

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CONDITIONAL 1

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When is a System Discoverable from Data? Discovery Requires Chaos

math.DS · 2025-11-12 · conditional · novelty 7.0

Uniquely identifying an ODE from trajectory data depends on the trajectory filling enough of the state space: chaos on a high-dimensional attractor yields analytic discoverability, while first integrals preclude it.

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  • When is a System Discoverable from Data? Discovery Requires Chaos math.DS · 2025-11-12 · conditional · none · ref 4

    Uniquely identifying an ODE from trajectory data depends on the trajectory filling enough of the state space: chaos on a high-dimensional attractor yields analytic discoverability, while first integrals preclude it.