Predicting nucleation near the spinodal in the Ising model using machine learning

no code implementations • 20 Apr 2020 • Shan Huang, William Klein, Harvey Gould

We use a Convolutional Neural Network (CNN) and two logistic regression models to predict the probability of nucleation in the two-dimensional Ising model.

BIG-bench Machine Learning regression