Task-adaptive multimodal molecular representations for structure-sensitive property prediction

Shaolong Lin, Silong Zhai, Shihang Wang, Xinke Zhan, Yuquan Li, Weihong Li, Li Qin, Lin Shi, Yanan Tian, Kai Xu, Kewei Zhou, Chunbin Gu, Huanxiang Liu, Xiaojun Yao

Open source

DOI: 10.1039/d6sc02982e
Published: 2026
Container: Chemical Science
Publisher: Royal Society of Chemistry (RSC)
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. 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
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1039/d6sc02982e,
  title = {Task-adaptive multimodal molecular representations for structure-sensitive property prediction},
  author = {Shaolong Lin and Silong Zhai and Shihang Wang and Xinke Zhan and Yuquan Li and Weihong Li and Li Qin and Lin Shi and Yanan Tian and Kai Xu and Kewei Zhou and Chunbin Gu and Huanxiang Liu and Xiaojun Yao},
  year = {2026},
  journal = {Chemical Science},
  doi = {10.1039/d6sc02982e},
  url = {https://doi.org/10.1039/d6sc02982e}
}

RIS

TY  - JOUR
TI  - Task-adaptive multimodal molecular representations for structure-sensitive property prediction
AU  - Shaolong Lin
AU  - Silong Zhai
AU  - Shihang Wang
AU  - Xinke Zhan
AU  - Yuquan Li
AU  - Weihong Li
AU  - Li Qin
AU  - Lin Shi
AU  - Yanan Tian
AU  - Kai Xu
AU  - Kewei Zhou
AU  - Chunbin Gu
AU  - Huanxiang Liu
AU  - Xiaojun Yao
PY  - 2026
JO  - Chemical Science
DO  - 10.1039/d6sc02982e
UR  - https://doi.org/10.1039/d6sc02982e
ER  -

APA

Lin, S., Zhai, S., Wang, S., Zhan, X., Li, Y., Li, W., Qin, L., Shi, L., Tian, Y., Xu, K., Zhou, K., Gu, C., Liu, H., & Yao, X. (2026). Task-adaptive multimodal molecular representations for structure-sensitive property prediction. Chemical Science. https://doi.org/10.1039/d6sc02982e

Source records

crossref · retrieved 2026-09-26T00:52:02.354Z