Learning phases with Quantum Monte Carlo simulation cell

Amrita Ghosh, Mugdha Sarkar, Ying-Jer Kao +1

We propose the use of the ``spin-opstring", derived from Stochastic Series Expansion Quantum Monte Carlo (QMC) simulations as machine learning (ML) input data. It offers a compact,…