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cs.LG2026
Neuro-Symbolic ODE Discovery with Latent Grammar Flow
Karin Yu, Eleni Chatzi, Georgios Kissas
Understanding natural and engineered systems often relies on symbolic formulations, such as differential equations, which provide interpretability and transferability beyond black-…
cs.LG2025★ 1 cited
Grammar-based Ordinary Differential Equation Discovery
Karin L. Yu, Eleni Chatzi, Georgios Kissas
The understanding and modeling of complex physical phenomena through dynamical systems has historically driven scientific progress, as it provides the tools for predicting the beha…