: It is primarily used for Neural Architecture Search (NAS) , Auto-encoders for CAD, and Diffusion models applied to mechanical engineering. 0001734440-25-000014.txt - SEC.gov
: The dataset was created to provide a massive benchmark for generative design and structural optimization, specifically for representing 3D mechanical parts as "capsules" or structured geometric primitives. 10MDC.7z
The file refers to the compressed dataset for the 10-Million Design Capsules (10MDC) , a large-scale dataset used for training and evaluating Machine Learning models in engineering design. It was introduced in the research paper titled "10MDC: A Large-Scale Dataset for Generative Engineering Design" . Key Details of the 10MDC Paper : It is primarily used for Neural Architecture
: The .7z file is the standard distribution format for the dataset's raw geometry and metadata, often found on repositories like Hugging Face or institutional data servers. Dataset Composition It was introduced in the research paper titled