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10mdc.7z

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10mdc.7z

: Designs are decomposed into various primitives (cubes, cylinders, etc.) and their spatial relationships.

: Each entry typically includes physical properties or performance metrics, such as mass, volume, and structural integrity under specific loads. 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. : Designs are decomposed into various primitives (cubes,

: It contains 10 million distinct design samples, significantly larger than previous engineering datasets like ModelNet or ShapeNet. : It contains 10 million distinct design samples,

: 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

: Designs are decomposed into various primitives (cubes, cylinders, etc.) and their spatial relationships.

: Each entry typically includes physical properties or performance metrics, such as mass, volume, and structural integrity under specific loads.

: 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.

: It contains 10 million distinct design samples, significantly larger than previous engineering datasets like ModelNet or ShapeNet.

: 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