43 citations · 72 across the 9 of their papers we have counts for
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astro-ph.IM2020★ 13 cited
Inpainting CMB maps using Partial Convolutional Neural Networks
Gabriele Montefalcone, Maximilian H. Abitbol, Darsh Kodwani +1
We present a novel application of partial convolutional neural networks (PCNN) that can inpaint masked images of the cosmic microwave background. The network can reconstruct both t…
astro-ph.CO2020
Origin & evolution of the Universe
Darsh Kodwani
The aim of this thesis is to question some of the basic assumptions that go into building the CDM model of our universe. The assumptions we focus on are the initial conditions o…