Noether Framework Documentation¶
Welcome to the Noether Framework documentation. Here you will find available APIs, CLIs, etc.
A high-level overview of the core architecture, key concepts, and design principles.
Go deep directly. Learn about our core architecture, key concepts, and the design principles behind the framework.
Guided lessons to install the framework, run your first simulation, and understand the basics.
Step-by-step recipes for common problems, like loading custom data, using private sources, or writing your own data collators.
Technical lookup for complete API documentation
Recipes¶
End-to-end training and evaluation examples for specific engineering tasks.
Featured
Train AB-UPT on the DrivAerML dataset with a preset-based CLI. Ready-to-use model sizes for CPU, GPU, and Apple Silicon.
Multi-dataset aero CFD scripts (ShapeNet-Car, AhmedML, DrivAerML, DrivAerNet++, Emmi-Wing) across AB-UPT, UPT, Transformer, and Transolver architectures.
Neural surrogates for heat transfer on the SIMSHIFT Heatsink benchmark - predict 3D velocity, temperature, and pressure fields from heatsink geometry.