N-MPCD Simulations

Published: 28 October 2025| Version 2 | DOI: 10.17632/44kc8zdxgr.2
Contributors:
, Ignacio Palos Reynoso

Description

This repository has simulation data for 2D Nematic Multi Particle Collision Dynamics ( N-MPCD ) in a VTK format with different interaction energy U = [4,6,8,10 ] confined in a square with sizes L = [96,128] using the Maier-Saupe mean field theory. This dataset is used for training and testing a Convolutional Neural Network aimed at detecting and classifying topological defects with charges +1/2 and -1/2

Files

Institutions

  • Universidad La Salle

Categories

Condensed Matter Physics, Liquid Crystal, Pattern Recognition, Deep Learning

Licence