Graph Neural Network Approach to Predicting Magnetization in Quasi-One-Dimensional Ising Systems

V. Slavin, O. Kryvchikov, D. Laptev

We present a graph-based deep learning framework for predicting the magnetic properties of quasi-one-dimensional Ising spin systems. The lattice geometry is encoded as a graph and…