Purba Mukherjee

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Machine Learning

Gaussian Process Regression

Top Venues

Publications

Purba Mukherjee, Antara Dey, Supratik Pal
What can we learn about Reionization astrophysical parameters using Gaussian Process Regression? CoRR (2024)
Rahul Shah, Soumadeep Saha, Purba Mukherjee, Utpal Garain, Supratik Pal
LADDER: Revisiting the Cosmic Distance Ladder with Deep Learning Approaches and Exploring its Applications. CoRR (2024)
Purba Mukherjee, Konstantinos F. Dialektopoulos, Jackson Levi Said, Jurgen Mifsud
inferred via neural networks. CoRR (2024)
Purba Mukherjee, Anjan Ananda Sen
Model-independent cosmological inference post DESI DR1 BAO measurements. CoRR (2024)
Konstantinos F. Dialektopoulos, Purba Mukherjee, Jackson Levi Said, Jurgen Mifsud
Neural network reconstruction of cosmology using the Pantheon compilation. CoRR (2023)
Purba Mukherjee, Rahul Shah, Arko Bhaumik, Supratik Pal
Reconstructing the Hubble parameter with future Gravitational Wave missions using Machine Learning. CoRR (2023)