Scaling Kinetic Monte-Carlo Simulations of Grain Growth with Combined Convolutional and Graph Neural Networks

SSRN Electronic Journal 2026 Preprint Open access

Read full text
Authors: Zhihui Tian, Ethan Suwandi, Tomas Oppelstrup, Fei Zhou, See PDF
DOI: 10.2139/ssrn.6051758
Cited by: 0

Fields of Study & Subjects

Machine Learning in Materials Science Model Reduction and Neural Networks Microstructure and mechanical properties

Publication details

Journal / source
SSRN Electronic Journal
Publication date
1 January 2026
Document type
Preprint