Research centers on end-to-end computational imaging: coded apertures and multispectral sensors, with reconstruction via deep unfolding, transformers, and diffusion models. Work spans compressive spectral and X‑ray imaging, satellite LiDAR reconstruction, and information-theoretic limits of imaging fidelity.