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Finite Expression Approximation of High-Dimensional PDEs Without the Curse of Dimensionality
We establish that finite expressions form a symbolic representation class capable of overcoming the curse of dimensionality for several classes of high-dimensional partial differential equations. For semilinear heat equations, we show how finite expression approximations of the terminal condition an
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