PabloVD
PhD in Physics | Cosmologist | Deep Learning Scientist at Computer Vision Center - Universitat Autònoma de Barcelona
CVC/UABValència, Spain
Pinned Repositories
21cmDeepLearning
Python codes to extract the matter density field from a 21 cm map.
21cmForest_PBH
Python codes for computing the number of absorption features of the 21 cm forest in Primordial Black Holes scenarios.
CosmoGraphNet
Graph Neural Networks to predict the cosmological parameters or the galaxy power spectrum from galaxy catalogs.
Fisher21WDM
Codes to compute the Fisher matrix from the 21 cm power spectra in warm dark matter cosmologies
HaloGraphNet
Predict halo masses from simulations via graph neural networks
ImageGAN
GAN for image generation
PoemGenerator
Train a recurrent neural network with the corpus of a given author to generate poems imitating his/her style.
PointCloudGNNTutorial
Tutorial on how to implement Graph Neural Networks with Pytorch-Geometric to classify 3D point clouds
SupernovaMCMC
MCMC with Supernovae data to perform cosmological parameter inference.
XarxaMusical
Create a graph of memberships and collaborations from a musical movement using Networkx
PabloVD's Repositories
PabloVD/HaloGraphNet
Predict halo masses from simulations via graph neural networks
PabloVD/CosmoGraphNet
Graph Neural Networks to predict the cosmological parameters or the galaxy power spectrum from galaxy catalogs.
PabloVD/SupernovaMCMC
MCMC with Supernovae data to perform cosmological parameter inference.
PabloVD/21cmForest_PBH
Python codes for computing the number of absorption features of the 21 cm forest in Primordial Black Holes scenarios.
PabloVD/Fisher21WDM
Codes to compute the Fisher matrix from the 21 cm power spectra in warm dark matter cosmologies
PabloVD/PointCloudGNNTutorial
Tutorial on how to implement Graph Neural Networks with Pytorch-Geometric to classify 3D point clouds
PabloVD/CNNDiagram
Processing script to generate neural network diagrams.
PabloVD/HAYASHI
Python library for 21 cm forest computations.
PabloVD/NeuralCellularAutomata
Implementation of cellular automata as simple Convolutional Neural Networks.
PabloVD/21cmSolver
Python codes to compute the cosmological global 21 cm signal
PabloVD/BAOlets
Code to identify Baryonic Acoustic Oscillations in galaxy surveys via wavelets
PabloVD/CMD
PabloVD/CollabGraphINSPIRE
Get publication data from INSPIRE-HEP to create a graph of collaborations using Networkx.
PabloVD/Copyd
Simple simulator of a pandemy based on the SEIR model
PabloVD/ElementaryCellularAutomata
Elementary one-dimensional cellular automata
PabloVD/FisheyeCubemap
Generate fisheye camera images from cubemap renders
PabloVD/FractalUniverses
Simple scripts to generate pictures of hierarchical fractal and multifractal universes.
PabloVD/GWClassifier
Classify gravitational waves events detected by LIGO using machine learning models with sklearn.
PabloVD/HipparcosML
Stellar classification with the Hipparcos catalog
PabloVD/HumanoidRL
Train reinforcement learning algorithms with Humanoid from Mujoco using StableBaselines3
PabloVD/MetroidPy
Simple videogame based on the classic Metroid programmed in Python and Pygame.
PabloVD/PabloVD.github.io
PabloVD/SCM_Unet
Deep learning model to replace terramechanics computations in Chrono simulator.
PabloVD/XarxaMusical
Create a graph of memberships and collaborations from a musical movement using Networkx
PabloVD/chrono
High-performance C++ library for multiphysics and multibody dynamics simulations
PabloVD/CosmoDiffusion
Denoising Diffusion Probabilistic Model (DDPM) in Pytorch to generate CAMELS astrophysical maps.
PabloVD/deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
PabloVD/HeightMapGenerator
Python script to generate a height map from a given power spectrum
PabloVD/nuHawkHunter
Repository with forecast of PBH neutrinos
PabloVD/SemanticSegmentationCARLA
Learn semantic segmentation of driving images generated with the CARLA simulator