activity
20232026
most citedUnsupervised Searches for Cosmological Parity-Violation: An Investigation with Convolutional Neural Networks

1 citations · 1 across the 6 of their papers we have counts for

collaborators

7 papers

astro-ph.CO2026

Lensing in the Blue IV: The First Weak Gravitational Lensing Maps from the Stratosphere

Sayan Saha, Maya Amit, Jacqueline E. McCleary +42

The Super-Pressure Balloon-borne Imaging Telescope (SuperBIT) completed its science flight in April 2023, obtaining imaging data for 30 galaxy clusters. In this work, we present th…

astro-ph.IM2026

Multi-sensor fusion for fine-guidance and milliarcsecond-level attitude estimation of balloon-borne telescope

Philippe Voyer, Maya Amit, Steven J. Benton +44

Balloon-borne telescopes rely on fine-guidance systems to achieve milliarcsecond image stability despite residual disturbances from the balloon environment. In these systems, the F…

astro-ph.CO2026

Lensing in the Blue III: Weak Lensing Shape Catalogs of 30 Merging Galaxy Clusters

Sayan Saha, Jacqueline E. McCleary, Spencer W. Everett +38

We present the weak gravitational lensing dataset from the Super-pressure Balloon-Borne Imaging Telescope (SuperBIT), which imaged 30 galaxy clusters during its 45 night flight in…

astro-ph.CO2025

Learning Intrinsic Alignments from Local Galaxy Environments

Matthew Craigie, Eric Huff, Yuan-Sen Ting +2

We present DELTA (Data-Empiric Learned Tidal Alignments), a deep learning model that isolates galaxy intrinsic alignments (IAs) from weak lensing distortions using only observation…

astro-ph.CO2025

Learning Balanced Field Summaries of the Large-Scale Structure with the Neural Field Scattering Transform

Matthew Craigie, Yuan-Sen Ting, Rossana Ruggeri +1

We present a cosmology analysis of simulated weak lensing convergence maps using the Neural Field Scattering Transform (NFST) to constrain cosmological parameters. The NFST extends…

astro-ph.IM2024

Unsupervised Searches for Cosmological Parity Violation: Improving Detection Power with the Neural Field Scattering Transform

Matthew Craigie, Peter L. Taylor, Yuan-Sen Ting +3

Recent studies using four-point correlations suggest a parity violation in the galaxy distribution, though the significance of these detections is sensitive to the choice of simula…

astro-ph.CO2023★ 1 cited

Unsupervised Searches for Cosmological Parity-Violation: An Investigation with Convolutional Neural Networks

Peter L. Taylor, Matthew Craigie, Yuan-Sen Ting

Recent measurements of the -point correlation functions (4PCF) from spectroscopic surveys provide evidence for parity-violations in the large-scale structure of the Universe. If…