Machine learning assisted derivation of effective low energy models for metallic magnets

Vikram Sharma, Zhentao Wang, Cristian D. Batista

We consider the problem of extracting an effective low-energy spin model from a Kondo Lattice Model (KLM) with classical localized moments. The non-analytic dependence of the effec…