Can Polat pronounced “John”
2025 · AI for Accelerated Materials Design Workshop, ICLR 2025

TDCM25: A multi-modal, multi-task benchmark for temperature-dependent crystalline materials

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

A multi-modal, multi-task benchmark for temperature-dependent crystalline materials. Built to stress-test models on the kind of phase-aware reasoning that real materials work demands but most benchmarks ignore.

Cite
@article{polat2025tdcm25,
  title = {TDCM25: A multi-modal, multi-task benchmark for temperature-dependent crystalline materials},
  author = {Can Polat and Hasan Kurban and Erchin Serpedin and Mustafa Kurban},
  year = 2025,
  journal = {AI for Accelerated Materials Design Workshop, ICLR 2025},
  url = {https://openreview.net/pdf?id=bNB5SQTqKL},
}