Projects

Application of OpenAI’s Whisper for gravitational wave data analysis

GW-Whisper

Attention-boosted Waveform Reconstruction neural network for binary black holes

AWaRe

Neural network for sky localization of gravitational waves, including pre-merger localization of binary neutron star mergers

GW-SkyLocator

Rapid Mass Parameter Estimation of Binary Black Hole Coalescences Using Deep Learning

A deep learning-based workflow for denoising and estimating black hole masses from gravitational wave data.

Rapid Mass Parameter Estimation of Binary Black Hole Coalescences Using Deep Learning

Dark Matter Self Interactions and its Impact on Large Scale Structures

We proposed a new two-component self-interacting scalar dark matter and studied its impact on formation of large scale structures in the universe using N-body simulations.

Dark Matter Self Interactions and its Impact on Large Scale Structures

Deep Learning for Denoising Gravitational Waves

A deep learning model to extract binary black hole gravitational wave signals from LIGO noise.

Deep Learning for Denoising Gravitational Waves

Using Deep Learning to Localize Gravitational Waves

Deep learning-based classification model to localize gravitational wave sources to a sector in the sky