How AI Agents Discover Scientific Equations: From Hydrotope Rediscovery to New Water-Wave Amplitudes
This work reconstructs how the hydrotope formula was originally discovered through human--agent collaboration and analyzes 18 single-prompt rediscovery runs under no hint and two forms of human guidance: a false hint representing an incorrect prior and a true hint representing domain-informed insight.
Zi-Han Zhou, D. Wadekar, Matias Zaldarriaga
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