2 papers
physics.comp-ph2024
An Adaptive Genetic Algorithm for determining optimal structures for atomic clusters
Brandon Willnecker, Mervlyn Moodley
The implementation of adaptive genetic algorithms (AGA) for optimization problems has proven to be superior than many other methods due to its nature of producing more robust and h…
physics.comp-ph2024
Critical temperature of the classical XY model via autoencoder latent space sampling
Brandon Willnecker, Mervlyn Moodley
The classical XY model has been consistently studied since it was introduced more than six decades ago. Of particular interest has been the two-dimensional spin model's exhibition…