Accelerating phase field simulations through a hybrid adaptive Fourier neural operator with U-net backbone

C Bonneville, N Bieberdorf, A Hegde, M Asta… - npj Computational …, 2025 - nature.com
Prolonged contact between a corrosive liquid and metal alloys can cause progressive
dealloying. For one such process as liquid-metal dealloying (LMD), phase field models have …

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers

AP Pandey, AJ Varghese, S Patil, M Xu - arXiv preprint arXiv:2412.11293, 2024 - arxiv.org
Dynamic graph embedding has emerged as an important technique for modeling complex
time-evolving networks across diverse domains. While transformer-based models have …