Key research themes
1. How can adaptive optics systems address the challenge of atmospheric turbulence characterization and correction at multiple spatial scales?
A central focus of adaptive optics (AO) research is improving the ability to reconstruct and compensate for atmospheric turbulence affecting optical wavefronts. This involves developing accurate atmospheric profiling, optimizing tomographic reconstruction strategies, and designing effective AO architectures such as Multi-Conjugate AO (MCAO) and Ground Layer AO (GLAO). These efforts aim to achieve high spatial resolution correction over wider fields of view, especially for next-generation large telescopes and for retinal imaging applications.
2. What innovations in computational algorithms and control strategies enable real-time, high-performance adaptive optics correction under dynamic atmospheric and system conditions?
AO systems require efficient real-time control algorithms that accommodate latency constraints, nonlinearities, temporal dynamics, and variability of atmospheric turbulence. Recent advances incorporate predictive control techniques using data-driven and machine learning models, modular and scalable software architectures leveraging CPU/GPU hardware, and approaches that robustly estimate wavefronts from noisy sensor data. These innovations significantly enhance AO loop correction bandwidth, robustness, and operational flexibility for astronomical and biomedical AO systems.
3. How can advanced wavefront sensing techniques improve aberration measurement accuracy and correction beyond classical approaches in astronomical and biomedical contexts?
Next-generation AO relies on refined wavefront sensing approaches to overcome limitations imposed by non-common path aberrations, complex pupil geometries, and system intrinsic errors. Research investigates focal plane wavefront sensing modalities, robust sparse aperture interferometry, super-resolution techniques, and neural network approaches for automated phase distortion compensation. These methods enable corrections of aberrations even with low signal-to-noise and complex atmospheric or ocular conditions, thereby pushing achievable image quality and contrast limits for both astronomical telescopes and retinal imaging.