Utsav Akhaury

EPFL SB IPHYS SCI-SB-FC
Observatoire de Sauverny
Chemin Pegasi, 51
1290 Versoix

EPFL SB IPHYS LASTRO
Observatoire de Sauverny
Chemin Pegasi, 51
1290 Versoix

My thesis lies at the intersection of Machine Learning, Image Processing, and Astrophysics. I am majorly working on the following:

Deep learning-based image restoration for large-scale astronomical surveys
Joint deconvolution: unifying multi-band ground-based images with complementary satellite data

Simultaneously, I am also developing user-friendly tools for astronomical image analysis to aid research in galaxy formation & evolution.

B.E. Electronics & Instrumentation, M.Sc. Physics

Dual-degree

Birla Institute Of Technology And Science (BITS) Pilani

2016 - 2021

Received a travel grant of 1000 CHF from the Swiss Society for Astrophysics and Astronomy (SSAA)

2023

Publications

Utsav Akhaury, Jean-Luc Starck, Pascale Jablonka, Frédéric Courbin, Kevin Michalewicz 2022, Frontiers	Deep Learning-based galaxy image deconvolution
F. Nammour, U. Akhaury, J. N. Girard, F. Lanusse, F. Sureau, C. Ben Ali, J.-L. Starck 2022, A&A 663	ShapeNet: Shape Constraint for Galaxy Image Deconvolution
Utsav Akhaury, Iraklis Giannakis, Craig Warren, Antonios Giannopoulos 2022, IEEE	Machine Learning Based Forward Solver: An Automatic Framework in gprMax