6 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 5 cited
Call for Action: towards the next generation of symbolic regression benchmark
Guilherme S. Imai Aldeia, Hengzhe Zhang, Geoffrey Bomarito +5
Symbolic Regression (SR) is a powerful technique for discovering interpretable mathematical expressions. However, benchmarking SR methods remains challenging due to the diversity o…
cs.LG2023★ 6 cited
Genetic Programming Based Symbolic Regression for Analytical Solutions to Differential Equations
Hongsup Oh, Roman Amici, Geoffrey Bomarito +3
In this paper, we present a machine learning method for the discovery of analytic solutions to differential equations. The method utilizes an inherently interpretable algorithm, ge…