Tutorials

Step-by-step guides for working with the DDACS dataset.

Available Tutorials

Getting Started

Learn the basics of loading and exploring DDACS simulation data:

• Counting available simulations
• Iterating over the dataset
• Exploring HDF5 file structure
• Accessing metadata

Visualization

Create visualizations of simulation results:

• 3D mesh visualization
• Thickness distribution plots
• Springback analysis
• Point clouds and vector fields

Prerequisites

Before starting, ensure you have installed DDACS (see Installation) and downloaded the dataset:

ddacs download --small

Jupyter Notebook

A comprehensive example notebook is available at notebooks/dataset_demo.ipynb covering data loading, visualization, and analysis using the ddacs package.