Can Polat pronounced “John”
2025 · ACL 2025 — KnowFM: Towards Knowledgeable Foundation Models workshop

Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning

Can Polat , Hasan Kurban , Erchin Serpedin , Mustafa Kurban
TL;DR

How well do multimodal foundation models reason about crystals? We stress-test them on tasks that require real crystallographic understanding rather than statistical mimicry.

Cite
@article{polat2025stresstesting,
  title = {Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning},
  author = {Can Polat and Hasan Kurban and Erchin Serpedin and Mustafa Kurban},
  year = 2025,
  journal = {ACL 2025 — KnowFM: Towards Knowledgeable Foundation Models workshop},
  doi = {10.18653/v1/2025.knowllm-1.5},
}