Hall Research Lab

Simulating the Universe Through AdvancedComputational and Mathematical Models

About Our Lab

Cutting-Edge Research

We push the boundaries of computational astrophysics, developing innovative algorithms and simulations to understand cosmic phenomena

Advanced Computing

Utilizing high-performance computing clusters and GPU acceleration, we process massive datasets and run complex N-body simulations that model billions of particles.

Collaborative Science

Our interdisciplinary team combines expertise in physics, mathematics, and computer science to tackle the most challenging questions in modern astrophysics.

Our Models

Handwritten Digit Recognition

Write Digits (0-9) on the canvas below and click 'Predict' to see the model's prediction along with confidence scores.

Exoplanet Detection

Deep Learning model built on huge simulated PHANTOM simulations of protoplanetary disks to identify potential exoplanets in observational data.

Telescope Image Reconstruction with Principal Component Analysis(PCA)

Reconstruct high-fidelity astronomical images from noisy telescope data using PCA techniques to enhance image quality and reveal hidden features.

Cosmic Web Analysis

Machine learning algorithms combined with N-body simulations to map the large-scale structure of the universe and predict cosmic evolution.