Search Results for author: Supratik Pal

Found 2 papers, 0 papers with code

LADDER: Revisiting the Cosmic Distance Ladder with Deep Learning Approaches and Exploring its Applications

no code implementations30 Jan 2024 Rahul Shah, Soumadeep Saha, Purba Mukherjee, Utpal Garain, Supratik Pal

We investigate the prospect of reconstructing the ``cosmic distance ladder'' of the Universe using a novel deep learning framework called LADDER - Learning Algorithm for Deep Distance Estimation and Reconstruction.

Reconstructing the Hubble parameter with future Gravitational Wave missions using Machine Learning

no code implementations9 Mar 2023 Purba Mukherjee, Rahul Shah, Arko Bhaumik, Supratik Pal

We further confirm that both eLISA and ET would be able to provide constraints on $H(z)$ and $H_0$ which would be competitive to those inferred from current datasets.

Gaussian Processes

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