Andrés Muñoz-Jaramillo

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Super Resolution Reconstruction

Convolutional Neural Networks

Machine Learning

Multivariate Data

Top Venues

Publications

Kiera van der Sande, Andrés Muñoz-Jaramillo, Subhamoy Chatterjee
Probabilistic solar flare forecasting using historical magnetogram data. CoRR (2023)
Subhamoy Chatterjee, Andrés Muñoz-Jaramillo, Maher Dayeh, Hazel M. Bain, Kimberly Moreland
Homogenising SoHO/EIT and SDO/AIA 171Å Images: A Deep Learning Approach. CoRR (2023)
Subhamoy Chatterjee, Andrés Muñoz-Jaramillo, Derek A. Lamb
Efficient labeling of solar flux evolution videos by a deep learning model. CoRR (2023)
Kimberly Moreland, Maher Dayeh, Hazel M. Bain, Subhamoy Chatterjee, Andrés Muñoz-Jaramillo, Samuel Hart
MEMPSEP III. A machine learning-oriented multivariate data set for forecasting the Occurrence and Properties of Solar Energetic Particle Events using a Multivariate Ensemble Approach. CoRR (2023)
Juan Emmanuel Johnson, Sairam Sundaresan, Tansu Daylan, Lisseth Gavilan, Daniel K. Giles, Stela Ishitani Silva, Anna Jungbluth, Brett M. Morris, Andrés Muñoz-Jaramillo
RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks. CoRR (2020)
Anna Jungbluth, Xavier Gitiaux, Shane A. Maloney, Carl Shneider, Paul J. Wright, Alfredo Kalaitzis, Michel Deudon, Atilim Günes Baydin, Yarin Gal, Andrés Muñoz-Jaramillo
Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics \& Losses. CoRR (2019)
Richard Galvez, David F. Fouhey, Meng Jin, Alexandre Szenicer, Andrés Muñoz-Jaramillo, Mark C. M. Cheung, Paul J. Wright, Monica G. Bobra, Yang Liu, James Mason, Rajat Thomas
A Machine Learning Dataset Prepared From the NASA Solar Dynamics Observatory Mission. CoRR (2019)
Xavier Gitiaux, Shane A. Maloney, Anna Jungbluth, Carl Shneider, Paul J. Wright, Atilim Günes Baydin, Michel Deudon, Yarin Gal, Alfredo Kalaitzis, Andrés Muñoz-Jaramillo
Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties. CoRR (2019)