Adaptive optics, system identification & reliable control.
We build research software for precision optical instruments: differentiable wavefront models, active calibration and reproducible experiments in closed-loop control.
| Project | Work |
|---|---|
| Noether AO | Wavefront propagation, predictive and learned controllers, fault experiments. |
| ProbeBench | Phase diversity, sequential calibration and measurement selection under photon budgets. |
Current directions: controller-aware identification, instrument telemetry replay, calibration provenance, degradation monitoring and evidence-based control qualification.
