Advertisement

Browse Subject Areas

?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

Loading metrics

Open Access

Peer-reviewed

Research Article

Integrating graph neural networks and LSTM for path optimization in smart port multi-modal systems

Jiangjiang He,

Roles Methodology, Resources, Software, Writing – review & editing

Affiliation School of Transportation and Logistics, Guangzhou Railway Polytechnic, Guangzhou, China
⨯
Weixun Chen,

Roles Investigation, Methodology, Validation, Writing – review & editing

Affiliation School of Information Engineering, Guangzhou Railway Polytechnic, Guangzhou, China
⨯
Jiaren Sun ,

Roles Conceptualization, Data curation, Supervision, Validation, Writing – original draft

* E-mail: sunjiaren@gtxy.edu.cn

Affiliation School of Transportation and Logistics, Guangzhou Railway Polytechnic, Guangzhou, China

https://orcid.org/0009-0002-8267-7180

⨯
Lin Zhu

Roles Resources, Software, Writing – review & editing

Affiliation School of Transportation and Logistics, Guangzhou Railway Polytechnic, Guangzhou, China
⨯

Integrating graph neural networks and LSTM for path optimization in smart port multi-modal systems

Jiangjiang He,
Weixun Chen,
Jiaren Sun,
Lin Zhu

x

Published: December 2, 2025
https://doi.org/10.1371/journal.pone.0336629

Reader Comments (0)

Post a new comment on this article

Print

Advertisement

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Transportation
Is the Subject Area "Transportation" applicable to this article?

Thanks for your feedback.
Learning
Is the Subject Area "Learning" applicable to this article?

Thanks for your feedback.
Optimization
Is the Subject Area "Optimization" applicable to this article?

Thanks for your feedback.
Data management
Is the Subject Area "Data management" applicable to this article?

Thanks for your feedback.
Network analysis
Is the Subject Area "Network analysis" applicable to this article?

Thanks for your feedback.
Deep learning
Is the Subject Area "Deep learning" applicable to this article?

Thanks for your feedback.
Algorithms
Is the Subject Area "Algorithms" applicable to this article?

Thanks for your feedback.
Neural networks
Is the Subject Area "Neural networks" applicable to this article?

Thanks for your feedback.