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March 3, 2026Expert Systems with Applications1 citations

3D-MolGL: A multimodal framework for integrating 3D molecular graphs into language models

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HLHuizhi LiMacau University of Science and TechnologyDLDagang LiMacau University of Science and TechnologyJZJinglin ZhangMacau University of Science and Technology

Key Points

  • Enhancing language models with 3D molecular graphs improves data embeddings and representation.
  • The model utilizes multimodal integration, increasing efficiency in molecular data processing.
  • Observational analysis of 3D molecular graphs and language interactions demonstrates potential benefits in various applications.
  • Implications highlight the need for improved representation methods; further validation in diverse contexts is essential.
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Cite This Study

Li et al. (2026) studied this question.

synapsesocial.com/papers/69a76036c6e9836116a2cb84https://doi.org/10.1016/j.eswa.2026.131437
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