9 citations · 15 across the 2 of their papers we have counts for
2 papers
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…
cs.CE2021★ 9 cited
Towards an Extrinsic, CG-XFEM Approach Based on Hierarchical Enrichments for Modeling Progressive Fracture
M. Keith Ballard, Roman Amici, Varun Shankar +3
We propose an extrinsic, continuous-Galerkin (CG), extended finite element method (XFEM) that generalizes the work of Hansbo and Hansbo to allow multiple Heaviside enrichments with…