Annotated implementations of equivariant (graph) neural networks in Jax: EGNN, SEGNN, NequIP.
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Updated
Mar 1, 2025 - Python
Annotated implementations of equivariant (graph) neural networks in Jax: EGNN, SEGNN, NequIP.
Benchmark of kernel matrix-vector products and inversions (regression, system resolution).
Particle-mesh code in Python 3 for N-body simulations on galaxy structure and evolution.
Spatial decomposition without space filling curves
Parallelized direct N-body code in Python + Numba to simulate galaxy mergers with ~2×10⁵ particles
n-body solar system simulation using a brute force and a tree based algorithm
pyCOLA is a multithreaded Python/Cython N-body code, implementing the Comoving Lagrangian Acceleration (COLA) method in the temporal and spatial domains.
PyFNB (Python + falcON + N-Body) is an implementation of Jean-Charles Lambert's python wrapper of UNSIOTOOLS into a simple N-Body simulation code. Hence, it uses the very fast falcON algorithm in order to compute gravitational accelerations.
Overview, code (sample cases) and project report of my second semester course project
A Python project consisting in simulating black holes interacting with each other and rendering them using ray tracing
N-Body simulations of Galaxy dinamics using python with two diferent algorthms, brute force and Barnes-Hut
N-body model of Saturn and some of its moons with python.
A real-time 3D solar system simulator featuring accurate orbital mechanics, dynamic gravity well visualization, and interactive controls. Built with performance optimizations for smooth rendering, customizable views, and educational insights into celestial dynamics.
Python function used to CosmicWebClassification using the Hessian Matrix of the gravitational potential
Simulating the dynamics of a celestial system
universe.py is a python-numba 2-dimensional n-body simulation with an accompanying pyglet gui display.
High-performance N-body physics simulation leveraging CUDA parallel computing. Implements O(N²) direct summation with 1.6B interactions/sec throughput. Comprehensive benchmarks demonstrate 13,050× speedup vs CPU baseline on Tesla P100 GPU.
Newton's Law of Gravitation Simulation Using Verlet Integration
AstraX: Pro Solar System Architect & An enterprise-grade solar system simulator with real physics, real code, and real missions.
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