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2020 – today
- 2022
[i7]Thomas W. Narock, Ayris Narock, Luiz F. G. dos Santos, Teresa Nieves-Chinchilla:
Identification of Flux Rope Orientation via Neural Networks. CoRR abs/2202.05901 (2022)- [i6]Valentina Salvatelli, Luiz F. G. dos Santos, Souvik Bose, Brad Neuberg, Mark C. M. Cheung, Miho Janvier, Meng Jin, Yarin Gal, Atilim Gunes Baydin:
Exploring the Limits of Synthetic Creation of Solar EUV Images via Image-to-Image Translation. CoRR abs/2208.09512 (2022) - [i5]John C. Dorelli, Christopher M. Bard, Thomas Y. Chen, Daniel da Silva, Luiz Fernando Guides dos Santos, Jack Ireland, Michael Kirk, Ryan McGranaghan, Ayris Narock, Teresa Nieves-Chinchilla, Marilia Samara, Menelaos Sarantos, Pete Schuck, Barbara J. Thompson:
Deep Learning for Space Weather Prediction: Bridging the Gap between Heliophysics Data and Theory. CoRR abs/2212.13328 (2022) - 2020
- [i4]Luiz F. G. dos Santos, Ayris Narock, Teresa Nieves-Chinchilla, Marlon Núñez, Michael Kirk:
Identifying Flux Rope Signatures Using a Deep Neural Network. CoRR abs/2008.13294 (2020) - [i3]Luiz F. G. dos Santos, Souvik Bose, Valentina Salvatelli, Brad Neuberg, Mark C. M. Cheung, Miho Janvier, Meng Jin, Yarin Gal, Paul Boerner, Atilim Günes Baydin:
Multi-Channel Auto-Calibration for the Atmospheric Imaging Assembly using Machine Learning. CoRR abs/2012.14023 (2020)
2010 – 2019
- 2019
- [i2]Valentina Salvatelli, Souvik Bose, Brad Neuberg, Luiz F. G. dos Santos
, Mark C. M. Cheung, Miho Janvier, Atilim Gunes Baydin, Yarin Gal, Meng Jin:
Using U-Nets to Create High-Fidelity Virtual Observations of the Solar Corona. CoRR abs/1911.04006 (2019) - [i1]Brad Neuberg, Souvik Bose, Valentina Salvatelli, Luiz F. G. dos Santos, Mark C. M. Cheung, Miho Janvier, Atilim Gunes Baydin, Yarin Gal, Meng Jin:
Auto-Calibration of Remote Sensing Solar Telescopes with Deep Learning. CoRR abs/1911.04008 (2019)
Coauthor Index
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