AlphaNet: scaling up local-frame-based neural network interatomic potentials

Bangchen Yin, Jiaao Wang, Weitao Du, Pengbo Wang, Penghua Ying, Haojun Jia, Zisheng Zhang, Yuanqi Du, Carla Gomes, Chenru Duan, Graeme Henkelman, Hai Xiao

Open source

DOI: 10.1038/s41524-025-01817-w
Published: 11
Container: npj Computational Materials
Publisher: Not recorded
Open access: yes

Credibility signals

uncertain Score 53/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1038/s41524-025-01817-w,
  title = {AlphaNet: scaling up local-frame-based neural network interatomic potentials},
  author = {Bangchen Yin and Jiaao Wang and Weitao Du and Pengbo Wang and Penghua Ying and Haojun Jia and Zisheng Zhang and Yuanqi Du and Carla Gomes and Chenru Duan and Graeme Henkelman and Hai Xiao},
  year = {2025},
  journal = {npj Computational Materials},
  doi = {10.1038/s41524-025-01817-w},
  url = {https://doi.org/10.1038/s41524-025-01817-w}
}

RIS

TY  - JOUR
TI  - AlphaNet: scaling up local-frame-based neural network interatomic potentials
AU  - Bangchen Yin
AU  - Jiaao Wang
AU  - Weitao Du
AU  - Pengbo Wang
AU  - Penghua Ying
AU  - Haojun Jia
AU  - Zisheng Zhang
AU  - Yuanqi Du
AU  - Carla Gomes
AU  - Chenru Duan
AU  - Graeme Henkelman
AU  - Hai Xiao
PY  - 2025
JO  - npj Computational Materials
DO  - 10.1038/s41524-025-01817-w
UR  - https://doi.org/10.1038/s41524-025-01817-w
ER  -

APA

Yin, B., Wang, J., Du, W., Wang, P., Ying, P., Jia, H., Zhang, Z., Du, Y., Gomes, C., Duan, C., Henkelman, G., & Xiao, H. (2025). AlphaNet: scaling up local-frame-based neural network interatomic potentials. npj Computational Materials. https://doi.org/10.1038/s41524-025-01817-w

Source records

doaj · retrieved 2026-09-25T20:12:26.280Z