01 — SimulatorLightGBM inference · Notebook 15

Shape the geometry.
Hear the response.

Explore how five physical dimensions change the predicted ultrasonic pressure curve—instantly, before committing to a design.

5 geometry inputs3 resonance peaks360 frequency points33.5–38.1 kHz range
01

Explore a design.

Move a dimension or enter an exact value. The response is reconstructed from the model's predicted baseline and Gaussian resonance parameters.

Geometry
✦

Stay inside the learned design space.
Controls are limited to the geometry ranges used to train the model.

Predicted pressure responseReady
Maximum pressure—
At frequency—
Frequency (kHz)