@article{towardsspatiotemporalextrapolationofphas,
  title = {Towards Spatio-Temporal Extrapolation of Phase-Field Simulations with Convolution-Only Neural Networks},
  author = {Christophe Bonneville and Nathan Bieberdorf and Pieterjan Robbe and Mark Asta and Habib Najm and Laurent Capolungo and Cosmin Safta},
  year = {2026},
  eprint = {2601.04510},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.04510},
}