A Transformer-LSTM-SVR hybrid model for AI-driven emotional optimization in NEV embedded interior systems.

Liu Z, Chen X, Liang X, Sun Z, Yang F, Ou W, Li L, Qin X

DOI: 10.1038/s41598-025-15808-w
Published: 2025 Aug 18
Container: Scientific reports
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-025-15808-w,
  title = {A Transformer-LSTM-SVR hybrid model for AI-driven emotional optimization in NEV embedded interior systems.},
  author = {Liu Z and Chen X and Liang X and Sun Z and Yang F and Ou W and Li L and Qin X},
  year = {2025},
  journal = {Scientific reports},
  doi = {10.1038/s41598-025-15808-w},
  url = {https://doi.org/10.1038/s41598-025-15808-w}
}

RIS

TY  - JOUR
TI  - A Transformer-LSTM-SVR hybrid model for AI-driven emotional optimization in NEV embedded interior systems.
AU  - Liu Z
AU  - Chen X
AU  - Liang X
AU  - Sun Z
AU  - Yang F
AU  - Ou W
AU  - Li L
AU  - Qin X
PY  - 2025
JO  - Scientific reports
DO  - 10.1038/s41598-025-15808-w
UR  - https://doi.org/10.1038/s41598-025-15808-w
ER  -

APA

Z, L., X, C., X, L., Z, S., F, Y., W, O., L, L., & X, Q. (2025). A Transformer-LSTM-SVR hybrid model for AI-driven emotional optimization in NEV embedded interior systems.. Scientific reports. https://doi.org/10.1038/s41598-025-15808-w

Source records

pubmed · retrieved 2026-09-27T08:37:14.886Z