no code implementations • 10 Jun 2024 • Zachary Bastiani, Robert M. Kirby, Jacob Hochhalter, Shandian Zhe
This paper proposes a novel deep symbolic regression approach to enhance the robustness and interpretability of data-driven mathematical expression discovery.
1 code implementation • 7 Feb 2023 • Hongsup Oh, Roman Amici, Geoffrey Bomarito, Shandian Zhe, Robert Kirby, Jacob Hochhalter
In this paper, we present a machine learning method for the discovery of analytic solutions to differential equations.