arxivhep-phcs.LGhep-lathep-th2026-07-23
Neural solutions of coupled ghost and gluon Dyson--Schwinger equations in Landau gauge
The coupled ghost and gluon Dyson--Schwinger equations (DSEs) of four-dimensional Landau-gauge Yang--Mills (YM) theory are solved with a neural representation trained only from renormalized equation residuals. The neural and fixed-point solutions agree at the percent level and re…