177 citations · 1.3k across the 60 of their papers we have counts for
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Denoising Interferometric Observations Using Visibility-Informed Neural Networks
Jason P. Terry, Cassandra Hall, Sergei Gleyzer
The upcoming observations from the Square Kilometer Array Observatory will provide the astronomical community with a wealth of observations of important objects at long wavelengths…
FlowLensing: Simulating Gravitational Lensing with Flow Matching
Hamees Sayed, Pranath Reddy, Michael W. Toomey +1
Gravitational lensing is one of the most powerful probes of dark matter, yet creating high-fidelity lensed images at scale remains a bottleneck. Existing tools rely on ray-tracing…
Domain adaptation in application to gravitational lens finding
Hanna Parul, Sergei Gleyzer, Pranath Reddy +1
The next decade is expected to see a tenfold increase in the number of strong gravitational lenses, driven by new wide-field imaging surveys. To discover these rare objects, effici…
: A Conditional Diffusion Model for Super-Resolution of Gravitational Lensing Data
Pranath Reddy, Michael W Toomey, Hanna Parul +1
Gravitational lensing data is frequently collected at low resolution due to instrumental limitations and observing conditions. Machine learning-based super-resolution techniques of…