A method for quantifying the generalization capabilities of generative models for solving Ising models

Qunlong Ma, Zhi Ma, Ming Gao

For Ising models with complex energy landscapes, whether the ground state can be found by neural networks depends heavily on the Hamming distance between the training datasets and…