Analysis of multipath effects in global trade networks based on multimodal, high dimensional, heterogeneous transformer architecture: Deconstruction of nonlinear cascade and dynamic chain reaction
- DOI
- 10.1371/journal.pone.0328687
- Published
- 2025-08-06
- Container
- PLOS One
- Publisher
- Public Library of Science (PLoS)
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1371/journal.pone.0328687,
title = {Analysis of multipath effects in global trade networks based on multimodal, high dimensional, heterogeneous transformer architecture: Deconstruction of nonlinear cascade and dynamic chain reaction},
author = {Chengfu Fan and Shoujiu Xiong and Fei Zhou},
year = {2025},
journal = {PLOS One},
doi = {10.1371/journal.pone.0328687},
url = {https://doi.org/10.1371/journal.pone.0328687}
}RIS
TY - JOUR TI - Analysis of multipath effects in global trade networks based on multimodal, high dimensional, heterogeneous transformer architecture: Deconstruction of nonlinear cascade and dynamic chain reaction AU - Chengfu Fan AU - Shoujiu Xiong AU - Fei Zhou PY - 2025 JO - PLOS One DO - 10.1371/journal.pone.0328687 UR - https://doi.org/10.1371/journal.pone.0328687 ER -
APA
Fan, C., Xiong, S., & Zhou, F. (2025). Analysis of multipath effects in global trade networks based on multimodal, high dimensional, heterogeneous transformer architecture: Deconstruction of nonlinear cascade and dynamic chain reaction. PLOS One. https://doi.org/10.1371/journal.pone.0328687
Source records
- crossref · retrieved 2026-11-10T18:11:35.181Z