An adaptive spatio-temporal transformer framework integrating physical multi-layer constraints for high-precision traffic flow prediction and coordination optimization.
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| Title: | An adaptive spatio-temporal transformer framework integrating physical multi-layer constraints for high-precision traffic flow prediction and coordination optimization. |
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| Authors: | Wang, Ershen1,2, Xu, Haolong1, Zhao, Hongsheng3, Ji, Guipeng4, Xu, Song1, Liu, Fei1,5, liufei_caac@126.com, Qu, Pingping1, Xu, Baosheng2, Li, Zhuoxuan4 |
| Source: | Expert Systems with Applications; Jun2026, Vol. 315, pN.PAG-N.PAG, 1p |
| Database: | Applied Science & Technology Source |
| ISSN: | 09574174 |
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| DOI: | 10.1016/j.eswa.2026.131483 |