npj Computational Materials · 2025 · Journal article

An efficient forgetting-aware fine-tuning framework for pretrained universal machine-learning interatomic potentials

Jisu Kim, Jiho Lee, Sangmin Oh, Yutack Park, Seungwoo Hwang, Seung-Wu Han, Sungwoo Kang, Youngho Kang

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Date
2025-06-18
Citations
16
arXiv
2506.15223
Cite
@article{kim2025efficient,
  title = {An efficient forgetting-aware fine-tuning framework for pretrained universal machine-learning interatomic potentials},
  author = {Jisu Kim and Jiho Lee and Sangmin Oh and Yutack Park and Seungwoo Hwang and Seung-Wu Han and Sungwoo Kang and Youngho Kang},
  year = {2025},
  journal = {npj Computational Materials},
  eprint = {2506.15223},
  archivePrefix = {arXiv},
  doi = {10.1038/s41524-025-01895-w},
  url = {https://arxiv.org/abs/2506.15223},
}