Dataset · Hugging Face

BaumSebastian/ddacs-teaser

Name: ddacs-teaser
Creator: BaumSebastian
License: cc-by-4.0
Keywords: task_categories:graph-ml, task_categories:tabular-regression, task_categories:other, language:en, license:cc-by-4.0, size_categories:n<1K, library:mlcroissant, region:us, croissant, surrogate-model, surrogate-modeling, scientific-machine-learning, sciml, physics-simulation, simulation

DDACS, Deep Drawing and Cutting Simulations Dataset Simulation with the tool geometries showing sheet metal thinning, stress, and strain. A large-scale dataset and benchmark for training AI models that replace computationally expensive FEA simulations in industrial sheet metal manufacturing. Each simulation models a two-stage stamping process (deep drawing in OP10 and cutting with elastic recovery in OP20) for a cup geometry parameterised by 8 input dimensions. Train ML… See the full description on the dataset page: https://huggingface.co/datasets/BaumSebastian/ddacs-teaser.

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Author / organization	BaumSebastian
License (as declared)	cc-by-4.0
Downloads	578 (as reported by Hugging Face)
Likes	0
Created	1 July 2026
Last updated at source	25 September 2026

croissantsurrogate-modelsurrogate-modelingscientific-machine-learningscimlphysics-simulationsimulationfinite-element-analysisfinite-element-methodfemfeacomputational-mechanicssolid-mechanicssheet-metal-formingmetal-formingdeep-drawingstampingspringbackforming-limitmanufacturingmaterials-sciencedigital-twinmeshpoint-cloud

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