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ORCIDAndrés Muñoz-Jaramillo
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2020 – today
- 2023
[i8]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 abs/2308.10322 (2023)- [i7]Subhamoy Chatterjee, Andrés Muñoz-Jaramillo, Derek A. Lamb:
Efficient labeling of solar flux evolution videos by a deep learning model. CoRR abs/2308.14976 (2023) - [i6]Kiera van der Sande, Andrés Muñoz-Jaramillo, Subhamoy Chatterjee:
Probabilistic solar flare forecasting using historical magnetogram data. CoRR abs/2308.15410 (2023) - [i5]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 abs/2310.15390 (2023) - 2020
- [d1]Andrés Muñoz-Jaramillo
, Xavier Gitiaux, Anna Jungbluth, Shane A. Maloney, Carl Shneider, Paul J. Wright, Michel Deudon, Alfredo Kalaitzis, Atilim Günes Baydin, Yarin Gal:
Converter software to calibrate and super-resolve solar magnetograms. Zenodo, 2020
- [i4]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 abs/2012.01985 (2020)
2010 – 2019
- 2019
- [i3]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 abs/1903.04538 (2019) - [i2]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 abs/1911.01486 (2019) - [i1]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 abs/1911.01490 (2019) - 2016
- [c1]Andrés Muñoz-Jaramillo, Z. A. Werginz, J. P. Vargas-Acosta, M. D. DeLuca, J. C. Windmueller, J. Zhang, D. W. Longcope, Derek A. Lamb, C. E. DeForest, S. Vargas-Dominguez, J. W. Harvey, P. C. H. Martens:
The best of both worlds: Using automatic detection and limited human supervision to create a homogenous magnetic catalog spanning four solar cycles. IEEE BigData 2016: 3194-3203
Coauthor Index
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