Papers

Learning Galaxy Intrinsic Alignment Correlations

Sneh Pandya, Yuanyuan Yang, Nicholas Van Alfen, Jonathan Blazek, Robin Walters. (Data-centric Machine Learning Research Workshop at ICLR 2024), arXiv:2404.13702

E(2) Equivariant Neural Networks for Robust Galaxy Morphology Classification

Sneh Pandya, Purvik Patel, Franc O, Jonathan Blazek. (Machine Learning and the Physical Sciences Workshop at NeurIPS 2023, arXiv:2311.01500)

AGNet: Weighing Black Holes with Deep Learning

Sneh Pandya, Joshua Yao-Yu Lin, Devanshi Pratap, Xin Liu, Matias Carrasco-Kind, Volodymyr Kindratenko (Monthly Notices of the Royal Astronomical Society 2022, arXiv:2108.07749)

AGNet: Weighing Black Holes with Machine Learning

Sneh Pandya, Joshua Yao-Yu Lin, Devanshi Pratap, Xin Liu, Matias Carrasco-Kind (Machine Learning and the Physical Sciences Workshop at NeurIPS 2020, arXiv:2011.15095)