Symbolic Regression | Yufei Liu's Homepageshttps://liu-yufei.github.io/tags/symbolic-regression/Symbolic RegressionHugo Blox Builder (https://hugoblox.com)en-usThu, 01 Feb 2024 00:00:00 +0000https://liu-yufei.github.io/media/icon_hu17033853472409137288.pngSymbolic Regressionhttps://liu-yufei.github.io/tags/symbolic-regression/An Interpretable Approach to the Solutions of High-Dimensional Partial Differential Equationshttps://liu-yufei.github.io/publication/hd-tlgp/Thu, 01 Feb 2024 00:00:00 +0000https://liu-yufei.github.io/publication/hd-tlgp/<p>The method transfers the structure of one-dimensional analytical solutions to higher-dimensional forms, then uses genetic programming and automatic differentiation to search for mathematically interpretable solutions that satisfy the governing equations and boundary conditions.</p>