Computational Imaging for Precision Astrophysics
Abstract:
This session is centered on novel computational imaging for precision astrophysics. In the talks and posters we will cover a variety of exciting new approaches for imaging ultra high resolution targets focusing on black holes and exoplanets.
Organiser & chair: Aviad Levis / Marie Ygouf
Session Schedule
- 8:00 - 8:20
- Invited talk: Frontiers in Computational Imaging: Bridging Techniques for High-Precision Astrophysics
- Marie Ygouf
- 8:20 - 8:40
- Invited talk: Uncovering Images of Exoplanets with Differentiable Optical Models for Coronagraphs
- Jason Wang
- 8:40 - 9:00
- Invited talk: Black Hole and Exoplanet Imaging with Information Field Theory
- Torsten Enßlin
- 9:00 - 9:20
- Invited talk: Kine: Interferometric Dynamic Imaging with Neural Networks
- Marianna Foschi*
- 9:20 - 9:40
- Invited talk: Extracting Movement Information from Radio Interferometry with the Optimal Transport Regularizer
- Shiro Ikeda
- 9:40 - 11:00
- Committee member poster: EHT Julia Organization: Julia Meets Black Hole Imaging and Beyond
- Kazunori Akiyama
- 9:40 - 11:00
- Session organiser poster: Physics-constrained Neural Fields for 3D Imaging in Astronomy
- Aviad Levis
- 9:40 - 11:00
- Invited poster: Reliable Deep Generative Priors for Astronomical Imaging
- Berthy T. Feng*
- 9:40 - 11:00
- Invited poster: From the Low resource to the High resource Setting: Solving Imaging Challenges in the ngVLA Era with Lessons Learned from VLBI
- Hendrik Muller*
- 9:40 - 11:00
- Contributed poster: Generative Modelling for Mass-mapping with Fast Uncertainty Quantification
- Jessica J. Whitney*