A Neuro-Symbolic Method for Solving Differential and Functional Equations

When neural networks are used to solve differential equations, they usually produce solutions in the form of black-box functions that are not directly mathematically interpretable. We introduce a method for generating symbolic expressions to solve differential equations while leveraging deep learnin...

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Hauptverfasser:	Panju, Maysum, Ghodsi, Ali
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Learning Computer Science - Symbolic Computation
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