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cs.LG2026
Deep Variational Inference Symbolic Regression
James Butterworth, Gevik Grigorian, Alejandro DiazDelaO
Symbolic regression discovers explicit, interpretable equations without assuming a functional form in advance. A Bayesian approach strengthens this through probability distribution…
cs.LG2024
Learning Governing Equations of Unobserved States in Dynamical Systems
Gevik Grigorian, Sandip V. George, Simon Arridge
Data-driven modelling and scientific machine learning have been responsible for significant advances in determining suitable models to describe data. Within dynamical systems, neur…