: 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
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 10MDC.7z
: 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. Key Details of the 10MDC Paper : The
: 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 : Each entry typically includes physical properties or
: It contains 10 million distinct design samples, significantly larger than previous engineering datasets like ModelNet or ShapeNet.
: Each entry typically includes physical properties or performance metrics, such as mass, volume, and structural integrity under specific loads.
: Designs are decomposed into various primitives (cubes, cylinders, etc.) and their spatial relationships.