Reproducibility Package for an Engineering Knowledge-Guided AIGC Concept Design Evaluation Framework Based on Cloud-GTODIM

This repository provides the reproducibility materials for an engineering knowledge-guided AIGC concept design evaluation framework based on Cloud-GTODIM. The package contains aggregated evaluation data, intermediate computational results, model parameters, AIGC generation records, six final concept images, source code, benchmark-method results, and sensitivity and robustness analyses. The publicly available aggregated inputs can be used to reproduce the main Cloud-GTODIM calculations and the final ranking: S3 > S2 > S5 > S6 > S1 > S4. Participant-level evaluation data are not publicly included because of ethical and privacy considerations but may be obtained from the corresponding author upon reasonable request at [e-mail]. The complete expert screening score matrix was not fully retained and is therefore unavailable. Detailed instructions, software dependencies, licensing terms, file descriptions, and validation results are provided in the README and accompanying documentation. Funding: This work was supported by the National Social Science Fund of China (Grant No. 23FYSB051).