Diagnosing the innovation atmosphere of industrial parks through urban spatial perception: a multimodal large language model approach

X Xinyuan Chen Z Zhongying Song L Li Xu J Junhua Zhu Q Qiang Niu G Guo Cheng

Article Details

Volume / Issue Vol. 16, Issue 1
Published December 26, 2025
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (6)

X

Xinyuan Chen

Z

Zhongying Song

L

Li Xu

J

Junhua Zhu

Q

Qiang Niu

G

Guo Cheng