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Symbolic regression is np-hard.arXiv preprint arXiv:2207.01018

3 Pith papers cite this work. Polarity classification is still indexing.

3 Pith papers citing it

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cs.LG 3

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2026 2 2025 1

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UNVERDICTED 3

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Neuro-Symbolic AI for Analytical Solutions of Differential Equations

cs.LG · 2025-02-03 · unverdicted · novelty 6.0

SIGS is a neuro-symbolic framework that discovers analytical solutions to PDEs by generating grammar-constrained expressions, embedding them in a topology-regularised latent manifold, and refining structure and coefficients against the PDE residual and boundary/initial conditions.

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