The authors train a GPT-style model on 221 handbook PDE structures and use it to generate and select PDEs from data, including a proposed previously unreported equation for pre-breaking surface gravity waves.
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Generative Discovery of Partial Differential Equations by Learning from Math Handbooks
The authors train a GPT-style model on 221 handbook PDE structures and use it to generate and select PDEs from data, including a proposed previously unreported equation for pre-breaking surface gravity waves.