Boruah, Supranta S.
- Diffusion-based mass map reconstruction from weak lensing data
2025/02/06 by Supranta S. Boruah, Michael Jacob, Boruah, Supranta S. +3 · 3 citations
Earth and Planetary Sciences · Physics and Astronomy · #Advanced X-ray Imaging Techniques #Atomic and Subatomic Physics Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Seismic Imaging and Inversion Techniques
- KaRMMa 2.0 -- Kappa Reconstruction for Mass Mapping
2022/10/21 by Pier Fiedorowicz, Fiedorowicz, Pier, Eduardo Rozo +3 · 1 citation
Environmental Science · Mathematics · #Atmospheric and Environmental Gas Dynamics #Statistical Methods and Inference
- Bayesian mass mapping with weak lensing data using KARMMA -- validation with simulations and application to Dark Energy Survey Year 3 data
2024/03/08 by Supranta S. Boruah, Boruah, Supranta S., Pier Fiedorowicz +3 · 1 citation
Physics and Astronomy · #Gamma-ray bursts and supernovae #Astronomy and Astrophysical Research #Stellar, planetary, and galactic studies
- Machine Learning LSST 3x2pt analyses -- forecasting the impact of systematics on cosmological constraints using neural networks
2024/03/18 by Boruah, Supranta S., Eifler, Tim, Miranda, Vivian +6 · 1 citation
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- Fast Generation of Weak Lensing Maps with Analytical Point Transformation Functions
2024/11/07 by Zhong, Kunhao, Bernstein, Gary, Boruah, Supranta S. +2 · 1 citation
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- Attention-based Neural Network Emulators for Multi-Probe Data Vectors Part I: Forecasting the Growth-Geometry split
2024/02/27 by Zhong, Kunhao, Saraivanov, Evan, Caputi, James +4 · 1 citation
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- Attention-Based Neural Network Emulators for Multi-Probe Data Vectors Part II: Assessing Tension Metrics
2024/03/19 by Saraivanov, Evan, Zhong, Kunhao, Miranda, Vivian +3 · 1 citation
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)