Picture for Carolina Cuesta-Lazaro

Carolina Cuesta-Lazaro

Center for Astrophysics | Harvard & Smithsonian

A Cosmic-Scale Benchmark for Symmetry-Preserving Data Processing

Add code
Oct 27, 2024
Viaarxiv icon

How DREAMS are made: Emulating Satellite Galaxy and Subhalo Populations with Diffusion Models and Point Clouds

Add code
Sep 04, 2024
Viaarxiv icon

Diffusion-HMC: Parameter Inference with Diffusion Model driven Hamiltonian Monte Carlo

Add code
May 08, 2024
Viaarxiv icon

LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology

Add code
Feb 06, 2024
Viaarxiv icon

Cosmological Field Emulation and Parameter Inference with Diffusion Models

Add code
Dec 12, 2023
Viaarxiv icon

A point cloud approach to generative modeling for galaxy surveys at the field level

Add code
Nov 28, 2023
Viaarxiv icon

Probabilistic reconstruction of Dark Matter fields from biased tracers using diffusion models

Add code
Nov 14, 2023
Viaarxiv icon

Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows

Add code
Sep 17, 2023
Viaarxiv icon

XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasets

Add code
Dec 03, 2018
Viaarxiv icon