Learning the Evolution of Large-Scale Cosmological Structure via Graph-Based Deep Learning.
The Astrophysical Journal 2025 (In Preparation)
Graph neural network (GNN) and physics-informed neural network (PINN) frameworks for modeling cosmological structure formation, enabling efficient large-scale simulation and analysis.
Code - Coming Soon
Paper - Coming Soon