Project Proposals by BITS Pilani Hyderabad in 2023

Birla Institute of Technology and Science, Pilani – Hyderabad Campus is a private deemed university campus located in Hyderabad, India.

Project List

• Equivariant Neural Networks for Dark Matter Morphology with Strong Gravitational Lensing

• Transformers for Dark Matter Morphology with Strong Gravitational Lensing

• Updating the DeepLense Pipeline

• Self-Supervised Learning for Strong Gravitational Lensing

• Search for Strong Gravitational Lenses

• Deep Graph anomaly detection with contrastive learning for new physics searches

• Learning Parametrization with Implicit Neural Representations

• Learning the Latent Structure with Diffusion Models