Name: Pablo Villanueva-Domingo
Type: User
Company: CVC/UAB
Bio: PhD in Physics | Cosmologist | Deep Learning Scientist at Computer Vision Center - Universitat Autònoma de Barcelona
Twitter: CosmoPabloVD
Location: València, Spain
Blog: https://pablovd.github.io
Pablo Villanueva-Domingo's Projects
Python script for plotting the current upper limits on the power spectrum of the cosmological 21 cm line.
Python codes to extract the matter density field from a 21 cm map.
Python codes for computing the number of absorption features of the 21 cm forest in Primordial Black Holes scenarios.
Python codes to compute the cosmological global 21 cm signal
Code to identify Baryonic Acoustic Oscillations in galaxy surveys via wavelets
High-performance C++ library for multiphysics and multibody dynamics simulations
Processing script to generate neural network diagrams.
Get publication data from INSPIRE-HEP to create a graph of collaborations using Networkx.
Simple simulator of a pandemy based on the SEIR model
Denoising Diffusion Probabilistic Model (DDPM) in Pytorch to generate CAMELS astrophysical maps.
Graph Neural Networks to predict the cosmological parameters or the galaxy power spectrum from galaxy catalogs.
This repository contains implementations and illustrative code to accompany DeepMind publications
A server description and deployment testing tool for King Kong sized sites
Elementary one-dimensional cellular automata
Codes to compute the Fisher matrix from the 21 cm power spectra in warm dark matter cosmologies
Generate fisheye camera images from cubemap renders
Simple scripts to generate pictures of hierarchical fractal and multifractal universes.
Implementation of Conway's Game of Life using python and pygame.
Computing the center of mass of a particle system using Graph Neural Networks
Classify gravitational waves events detected by LIGO using machine learning models with sklearn.
Predict halo masses from simulations via graph neural networks
Python library for 21 cm forest computations.
Python script to generate a height map from a given power spectrum
Stellar classification with the Hipparcos catalog
Train reinforcement learning algorithms with Humanoid from Mujoco using StableBaselines3
GAN for image generation
Generate maps of random islands from a gaussian field.
Simple videogame based on the classic Metroid programmed in Python and Pygame.