Skip to content

Experiment Results

JokerJohn edited this page Apr 21, 2026 · 5 revisions

Experiment Results

Minimal Example

dcreg_minimal_example mirrors the three core modules:

  • Module 1: spectral detection
  • Module 2: physical-axis characterization
  • Module 3: preconditioned solve

Representative output:

[Module 1] Spectral degeneracy detection
cond_full: 1122.345689
cond_schur_rot: 36.087707
cond_schur_trans: 742.066396
...
[Module 3] Preconditioned linear solve
pcg_iterations: 6
pcg_relative_residual: 0.000000
qr_fallback: 0

Verified Simulation

The default shifted_cylinder experiment on main was re-validated after the full release sync:

Parameterization Iter RMSE Fitness Trans. Error (m) Rot. Error (deg) LinIt QRfb
Euler 9 0.0314988 0.116239 0.0258485 0.0516469 6 0
SE3 10 0.0315708 0.116636 0.0271197 0.0507196 6 0
SO3 10 0.0315708 0.116636 0.0271196 0.0507195 6 0
Quaternion 10 0.0315708 0.116636 0.0271196 0.0507195 6 0

Visual Results

Demo Characterization
PK01 Case
Simulation Real World
Simulation Real world
Runtime Parameter
Runtime Parameter

Clone this wiki locally