37 citations · 39 across the 5 of their papers we have counts for
4 papers
Joint optimization of wavefront sensing and reconstruction with automatic differentiation
Rico Landman, Christoph Keller, Emiel H. Por +3
High-contrast imaging instruments need extreme wavefront control to directly image exoplanets. This requires highly sensitive wavefront sensors which optimally make use of the avai…
Self-optimizing adaptive optics control with Reinforcement Learning for high-contrast imaging
Rico Landman, Sebastiaan Y. Haffert, Vikram M. Radhakrishnan +1
Current and future high-contrast imaging instruments require extreme adaptive optics (XAO) systems to reach contrasts necessary to directly image exoplanets. Telescope vibrations a…
Self-optimizing adaptive optics control with Reinforcement Learning
Rico Landman, Sebastiaan Y. Haffert, Vikram M. Radhakrishnan +1
Current and future high-contrast imaging instruments require extreme Adaptive Optics (XAO) systems to reach contrasts necessary to directly image exoplanets. Telescope vibrations a…
Nonlinear wavefront reconstruction with convolutional neural networks for Fourier-based wavefront sensors
Rico Landman, Sebastiaan Haffert
Fourier-based wavefront sensors, such as the Pyramid Wavefront Sensor (PWFS), are the current preference for high contrast imaging due to their high sensitivity. However, these wav…