Enhancing product concept image generation through semantic feature prompts and LoRA training
J
Jiangnan Li
(College of Chemistry and Molecular Engineering, Beijing National Laboratory for Molecular Sciences)
S
Shuo Zhang
L
Li Sun
J
Jiantao Wu
J
Jian Song
X
Xiaotong Wang
(Department of Chemistry and Shanghai Key Laboratory of Molecular Catalysis and Innovative Materials, Fudan University, 220 Handan Road, Shanghai 200433, P. R. China)
J
Jiamin Li
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 15, Issue 1
Published
November 19, 2025
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (7)
J
Jiangnan Li
College of Chemistry and Molecular Engineering, Beijing National Laboratory for Molecular Sciences
S
Shuo Zhang
L
Li Sun
J
Jiantao Wu
J
Jian Song
X
Xiaotong Wang
Department of Chemistry and Shanghai Key Laboratory of Molecular Catalysis and Innovative Materials, Fudan University, 220 Handan Road, Shanghai 200433, P. R. China
J
Jiamin Li
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