Soorya Narayan Email & Phone Number

Pune, Maharashtra, India

I successfully separated out dynamically distinct parts of a MW-size halo with all its substructures in a ΛCMD simulation. My first-of-its-kind technique is capable of separating out spherical (subhalos) and arbitrarily shaped elongated structures (tidal streams). Such a tool will help us study the properties of DM, such as DM annihilation, which is.

Pune, Maharashtra, India

I am currently working with the authors of SiGMa-Net to expand on their work. I am developing a CNN that takes in sine-Gaussian Projection (SGP) maps as inputs and categorizes the data as signal, glitches or noise. I work with various pre-trained models like InceptionV3 and Densnet-121 and relatively newer CNN mechanisms like self-attention. I also work.

Pune, Maharashtra, India

In this 5-course specialisation (with certification) ranging from the basics to real-world use of deep learning techniques, I learnt about various types of networks like DNNs, CNNs, RNNs, and transformers. I also learnt how to use these networks for facial recognition, speech recognition, self-driving cars, etc.

Master'S Degree, Physics

Education record