User Manual

This manual summarizes how to use DeepUnity’s Prediction and Design tools.

Unity Prediction Tool

Enter 32 parameters, visualize the jumper in 3D, then generate element-wise longitudinal and combined unities. Review contour plots and a data table; export results to CSV/JSON.

Enter parameters (numeric; geometry must be positive)
Optionally update 3D visualization
Click “Generate Prediction”
Review 3D view, contour plots, and data table
Export CSV/JSON if needed

Unity Prediction UI — Unity Prediction — 3D view, contours, and data table.

Configuration Design Tool

Provide system variables and constraints (span, hub height difference, belly clearance, target unity, etc.). The app generates candidate configurations, runs predictions, and shows 3D views with max unity.

Enter system variables
Enter constraints
Click “Generate Configurations”
Review summary and grouped configuration results
Inspect 3D views, segment breakdowns, and max unity

Configuration Design UI — Configuration Design — candidate geometry and resulting max unity.

Tips

OD and wall thickness drive unity significantly; validate inputs.
Calibrate end‑expansion inputs (temperature/pressure profiles).
Use linear positional encoding unless justified otherwise.