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Ray tracing for astrophysical (static) Radiative Transfer in Jax
JAX-based differentiable fast multipole methods for high-performance scientific computing.
Minimal JAX implementation of k-nearest neighbors using a k-d tree.
JAX-native tree toolkit for fast hierarchical tree structures: radix and k-d trees today, extensible to octrees and other trees in the near future.
COMPASS: Comparison Of Models using Probabilistic Assessment in Simulation-based Settings
Developing neural closure for moment based RT
PHase-space Optimization and EstimatioN In JAX
Learning closure relations in radiation transport using JAX
Differentiable Virtual Telescope to produce Mock Galaxy Images
This repository features an Energy Optimization System (EOS) that optimizes energy distribution, usage for batteries, heat pumps& household devices. It includes predictive models for electricity pr…
Accompanying Notes on a Seminar Talk on Numerically Solving (Stiff) Differential Equations
differentiable (magneto)hydrodynamics for astrophysics in JAX
Repository of my seminar talk about variational autoencoders (VAE) in January 2024.
A general-purpose algorithm for finding astrophysically-relevant clusters from point-cloud data.
manuscript repository for GSE merger analysis of the NIHAO_UHD simulations
Code for the paper "Learning Differential Equations that are Easy to Solve"
Code for "Latent ODEs for Irregularly-Sampled Time Series" paper
Unitful and differentiable gravitational N-body simulation code in Julia
A jax-accelerated modelling code for Milky Way stellar streams
SimSpin - A package for the kinematic analysis of galaxy simulations
A Raspberry Pi jukebox, playing local music, podcasts, web radio and streams triggered by RFID cards, web app or home automation. All plug and play via USB. GPIO scripts available.
webpage for research group on physics informed machine learning for astrophysics