Name: Mariano_Javier_de_Leon_Dominguez_Romero
Type: User
Company: IATE (OAC-UNC-CONICET)
Bio: Trying to understand the dark sector using Astrostatistics. Data Science for Sustainable Development.
Twitter: marianojavierd1
Location: Cordoba, Argentina
Blog: https://www.researchgate.net/profile/Mariano_Dominguez
Mariano_Javier_de_Leon_Dominguez_Romero's Projects
Course 18.S191 at MIT, fall 2020 - Introduction to computational thinking with Julia:
This is an extension of the popular 21cmFAST code that interfaces with CLASS to generate initial conditions at recombination that are consistent with the input cosmological model
A parallelised, Monte Carlo Markov Chain analysis tool for the epoch of reionisation (EoR)
Version 2 of the ReACT code
Solve the advection diffusion equations looped into an optimization problem with JAX/autodiff
Action-based galaxy modeling framework
Automatic reports for astronomical alerts
A package for defining deep learning models using categorical algebraic expressions.
Measurements and emulation of Lagrangian bias models for clustering and lensing cross-correlations.
Reduced Order Modeling Tools in Python
Building artificial galaxies one star at a time.
Multimodal contrastive pretraining for astronomical data
Transformer for galaxy images (and general astronomy)
Code and notes for postgraduate course
DESC forecasting and inference validation tool
N-body code for Average Expansion Rate Approximation (AvERA) cosmology
Code, data and Jupyter notebook used in creating the paper arXiv:1801.08566 [astro-ph.CO]
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
Awesome papers about unifying LLMs and KGs
A modifided version of N-body simulation code Gadget2 to perform Fuzzy Dark Matter simulation
Bayesian Jenaer software
Webpage for Bayesian pipeline seminars
Scripts to simulate CMB detector signals while incorporating realistic beams and scan strategies
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
BlackJAX is a sampling library designed for ease of use, speed and modularity.
Tools to create blend catalogs, produce training samples and implement blending metrics